Daijiro Kabata, PhD, MPH

Daijiro Kabata加葉田 大志朗 PhD, MPH

Specially Appointed Associate Professor特命准教授

Center for Mathematical and Data Sciences, Kobe University神戸大学 数理・データサイエンスセンター

Concurrent: Graduate School of Engineering · Graduate School of Medicine（兼任）大学院工学研究科 · 大学院医学研究科

A child's painting of a row of cheerful giraffes

Research Interests

My primary research interest lies in developing statistical methods that bridge the gap between theory and practice, and applying them to real-world problems. In particular, I work on robust approaches in statistical causal inference that leverage machine learning to address diverse and complex scenarios. While collaborating widely with researchers across many fields, I lead studies as principal investigator in preventive medicine, the social sciences, and economics.

主たる研究関心は統計学の理論と実践の隔たりを埋める手法の開発と、その実問題への応用にあります。とりわけ統計的因果推論において機械学習を応用することで、多様かつ複雑な状況に対応できる頑健な手法の提案に取り組んでいます。応用研究では広い領域の研究者と共同研究を進めながら、予防医学・社会科学・経済学における研究を PI として進めています。

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Publications

* First / co-first author筆頭・共同筆頭著者    † Corresponding / co-corresponding author責任・共同責任著者

Peer-Reviewed Original Articles査読付き原著論文 (130)

2026

  1. Shoji T, Nakatani S, Mori K, Kabata D, Fujii H, Nakaya R, Uedono H, Nagata Y, Imanishi Y, Morioka T, Emoto M, Cross-sectional Associations of Serum Sodium, Potassium, and Chloride with Cognition in Patients on Hemodialysis: The Osaka Dialysis Complication Study (ODCS).. Kidney Med. 2026 View Paper
  2. * Kabata D, Shintani M, Double/debiased machine learning for causal inference on survival function: an application to the role of e-learning programme on unemployment duration. Appl. Econ. Lett. 2026 View Paper
  3. Kitayama K, Sakaguchi T, Nakano N, Kabata D, Shintaku H, Hamazaki T, Age-Dependent Variation in Blood Biopterin Peaks Following Oral Tetrahydrobiopterin Administration in Phenylketonuria.. J. Inherit. Metab. Dis. 2026 View Paper
  4. *† Okuno T, Kabata D, Shimizu T, Igarashi A, Ohshima Y, Umeda K, Antenatal Magnesium Sulfate for Tocolysis and Early Enteral Feeding in Preterm Infants: A Retrospective Cohort Study.. Pediatrics International : Official Journal of the Japan Pediatric Society 2026 View Paper

2025

  1. *† Kabata D, Kakiuchi N, Marui T, Ikeda N, Kawai M, Kaimori A, Saeki N, Kajimoto K, Tanaka R, Zeniya A, Yamanouchi F, Matsumiya S, Koretsune Y, Different associations of stay-at-home exposure with changes in body mass index and Cardiometabolic factors depending on occupational physical activity: a longitudinal quasi-experimental design.. J. Occup. Health 2025 View Paper
  2. * Kabata D, Henderson NC, Varadhan R, Quantifying uncertainty of individualized treatment effects in right-censored survival data: A comparison of Bayesian additive regression trees and causal survival forest. Health Serv. Outcomes Res. Methodol. 2025
  3. Fujiwara K, Kabata D, Kawai R, Kang HG, Namba N, Ito N, Shintani A, Fukumoto S, Ozono K, Michigami T, Distribution of blood pressure and its positive association with body mass index standard deviation score in pediatric patients with X-linked hypophosphatemia: a sub-group analysis from the SUNFLOWER observational study.. Endocr. J. 2025 View Paper
  4. Shoji T, Kabata D, Nagakura Y, Nakatani S, Uedono H, Nagata Y, Fujii H, Mori K, Imanishi Y, Morioka T, Emoto M, Correction: Estimated T50 calciprotein crystallization test in patients undergoing hemodialysis: Osaka Dialysis Complication Study (ODCS).. Clin. Exp. Nephrol. 2025 View Paper
  5. Naganuma T, Iwai T, Kabata D, Machida Y, Takemoto Y, Uchida J, Impact of Metabolic Syndrome on Renal and Cardiovascular Outcomes in Renal Transplant Recipients: A Single-Center Study in Japan. J. Clin. Med. 2025 View Paper
  6. Shoji T, Kabata D, Nagakura Y, Nakatani S, Uedono H, Nagata Y, Fujii H, Mori K, Imanishi Y, Morioka T, Emoto M, Estimated T50 calciprotein crystallization test in patients undergoing hemodialysis: Osaka Dialysis Complication Study (ODCS).. Clin. Exp. Nephrol. 2025 View Paper
  7. Nonomiya Y, Morimatsu H, Kuriu K, Kabata D, Shintani A, A new acute pain service fee addition in Japan: a nationwide study based on a reimbursement claims database.. J. Anesth. 2025 View Paper
  8. *† Kabata D, Matsumiya S, Yamanouchi F, Saeki N, Kajimoto K, Kaimori A, Tanaka R, Zeniya A, Koretsune Y, Caloric Intake at Lunch Does Not Mediate the Impact of Eating Rate on Weight Gain Among Healthy Adults: Longitudinal Cohort Study.. Am. J. Health Promot. 2025 View Paper
  9. Takita H, Kabata D, Walston SL, Tatekawa H, Saito K, Tsujimoto Y, Miki Y, Ueda D, A systematic review and meta-analysis of diagnostic performance comparison between generative AI and physicians. NPJ Digit. Med. 2025 View Paper
  10. Hattori J, Tanaka A, Kosaka J, Hirao O, Furushima N, Maki Y, Kabata D, Uchiyama A, Egi M, Morimatsu H, Mizobuchi S, Kotake Y, Shintani A, Koyama Y, Yoshida T, Fujino Y, Clinical predictors of extubation failure in postoperative critically ill patients: a post-hoc analysis of a multicenter prospective observational study.. BMC Anesthesiol. 2025 View Paper
  11. Ito N, Kang HG, Michigami T, Namba N, Kubota T, Shintani A, Kawai R, Kabata D, Ishii H, Nishida Y, Fukumoto S, Ozono K, Prevalence of Comorbid Hyperparathyroidism and Its Association with Renal Dysfunction in Asian Patients with X-Linked Hypophosphatemic Rickets/Osteomalacia.. Calcif. Tissue Int. 2025 View Paper
  12. Maeda N, Higashimori A, Kabata D, Yamamoto I, Yanagida T, Kin D, Matsumoto Y, Nakata R, Hashimoto A, Sawada A, Maruyama H, Okamoto J, Katsuno T, Nadatani Y, Ominami M, Fukunaga S, Morimoto K, Hosomi S, Tanaka F, Nakatani M, Taira K, Sasaki E, Fukuda T, Ota K, Yoshida H, Watanabe T, Fujiwara Y, Efficacy of 1 L polyethylene glycol plus ascorbic acid with linaclotide versus senna for bowel preparation: A multicenter, endoscopist-blinded, randomized controlled trial (Apple trial).. Am. J. Gastroenterol. 2025 View Paper

2024

  1. Shoji T, Kabata D, Kimura S, Nagata Y, Mori K, Nakatani S, Fujii H, Morioka T, Emoto M, The Surprise Question in Hemodialysis, Frailty, Nutrition, Patient-reported Quality of Life, and All-Cause Mortality: The Osaka Dialysis Complication Study (ODCS).. Kidney Med. 2024 View Paper
  2. Shoji T, Mori K, Nagakura Y, Kabata D, Kuriu K, Nakatani S, Uedono H, Nagata Y, Fujii H, Imanishi Y, Morioka T, Emoto M, Associations of Cognitive Function with Serum Magnesium and Phosphate in Hemodialysis Patients: A Cross-Sectional Analysis of the Osaka Dialysis Complication Study (ODCS).. Nutrients 2024 View Paper
  3. Namba N, Ito N, Michigami T, Kang HG, Kubota T, Miyazaki O, Shintani A, Kabata D, Nishida Y, Fukumoto S, Ozono K, Impact of X-linked hypophosphatemic rickets/osteomalacia on health and quality of life: baseline data from the SUNFLOWER longitudinal, observational cohort study.. JBMR Plus 2024 View Paper
  4. *† Kabata D, Stuart EA, Shintani A, Prognostic score-based model averaging approach for propensity score estimation. BMC Med. Res. Methodol. 2024 View Paper
  5. Itoh K, Tsutani H, Kabata D, Sakabe S, Mitsuke Y, Iwasaki H, Comment on: Deleterious effects of a combination therapy using fluoroquinolones and tetracyclines for the treatment of Japanese spotted fever: a retrospective cohort study based on a Japanese hospital database.. J. Antimicrob. Chemother. 2024 View Paper
  6. Michigami T, Kang HG, Namba N, Ito N, Kubota T, Shintani A, Kabata D, Kanematsu M, Nishida Y, Fukumoto S, Ozono K, Burosumab treatment of X-linked hypophosphatemia patients: interim analysis of the SUNFLOWER longitudinal, observational cohort study.. JBMR Plus 2024 View Paper
  7. Itoh K, Kabata D, Shigemi H, Hirota T, Sakamaki I, Tsutani H, Mitsuke Y, Iwasaki H, In reply to the Letter to Editor regarding "Evaluation of tetracycline and fluoroquinolone therapy against Japanese spotted fever: Analysis based on individual data from case reports and case series".. Int. J. Antimicrob. Agents 2024 View Paper
  8. *† Kouzu K, Kabata D, Shinkawa H, Shinji S, Ishinuki T, Tamura K, Uchino M, Ohge H, Shimizu J, Haji S, Mohri Y, Yamashita C, Kitagawa Y, Suzuki K, Kobayashi M, Hanai Y, Nobuhara H, Imaoka H, Yoshida M, Mizuguchi T, Mayumi T, Association between skin suture devices and incidence of incisional surgical site infection after gastrointestinal surgery: A systematic review and network meta-analysis.. J. Hosp. Infect. 2024 View Paper
  9. *† Kabata D, Saeki N, Kajimoto K, Tanaka R, Kakiuchi N, Shintani A, Koretsune Y, Health guidance intervention mitigates the escalation of predicted comprehensive cardiovascular disease risk: Interrupted time series design.. Prev. Med. 2024 View Paper
  10. Kazawa M, Kabata D, Yoshida H, Minami K, Maeda T, Yoshitani K, Matsuda H, Shintani A, Amino acids to prevent cardiac surgery-associated acute kidney injury: a randomized controlled trial.. JA Clin. Rep. 2024 View Paper
  11. Naganuma T, Takemoto Y, Kamada N, Kabata D, Shintani A, Ota K, Minakuchi J, Tsuchiya K, Kawanishi H, Japanese study of the effects of AMG (α1-microglobulin) reduction rates on survival (JAMREDS): protocol of a multicenter prospective observational cohort study.. Blood Purif. 2024 View Paper
  12. Yamamoto N, Kasuga S, Kabata D, Ono M, Ando S, Hashimoto T, Fujikawa S, Fujitani H, Shintani A, Hamazaki T, Changes in FeNO, d-ROMs, and BH4 by Intravenous L-Arginine in Children and Its Putative Role in Asthma Treatment.. J. Asthma Allergy 2024 View Paper

2023

  1. Shinkawa H, Kaibori M, Kabata D, Nakai T, Ueno M, Hokuto D, Ikoma H, Iida H, Komeda K, Tanaka S, Kosaka H, Nobori C, Hayami S, Yasuda S, Morimura R, Mori H, Kagota S, Kubo S, Ishizawa T, Laparoscopic and open minor liver resection for hepatocellular carcinoma with clinically significant portal hypertension: a multicenter study using inverse probability weighting approach.. Surg. Endosc. 2023 View Paper
  2. Sakaguchi H, Kabata D, Sakimoto S, Shiraki A, Fujimoto H, Fukushima Y, Hara C, Nishida K, Shintani A, Relationship between Full-Thickness Macular Hole Onset and Posterior Vitreous Detachment: A Temporal Onset Theory.. Ophthalmol. Sci. 2023 View Paper
  3. *† Kabata D, Shintani M, On propensity score misspecification in double/debiased machine learning for causal inference: ensemble and stratified approaches. Commun. Stat. Simul. Comput. 2023 View Paper
  4. *† Kabata D, Gon Y, Shintani A, Matching on propensity and prognostic scores can lead to different estimates of heterogeneous treatment effects: a case study and simulation. Health Serv. Outcomes Res. Methodol. 2023 View Paper
  5. Itoh K, Kabata D, Shigemi H, Hirota T, Sakamaki I, Tsutani H, Mitsuke Y, Iwasaki H, Evaluation of tetracycline and fluoroquinolone therapy against Japanese spotted fever: Analysis based on individual data from case reports and case series.. Int. J. Antimicrob. Agents 2023 View Paper
  6. Sakagami M, Inokuchi H, Mukumoto N, Itoyama H, Hamaura N, Yamagishi M, Matsuda S, Kabata D, Shibuya K, Clinical features and risk factors for interstitial lung disease spreading in low-dose irradiated areas after definitive radiotherapy with or without durvalumab consolidation therapy for patients with non-small cell lung cancer. Radiat. Oncol. 2023 View Paper
  7. Katsuki S, Matoba T, Akiyama Y, Yoshida H, Kotani K, Fujii H, Harada-Shiba M, Ishibashi Y, Ishida T, Ishigaki Y, Kabata D, Kihara Y, Kurisu S, Masuda D, Matsuki K, Matsumura T, Mori K, Nakagami T, Nakazato M, Taniuchi S, Ueno H, Yamashita S, Tsutsui H, Shoji T, Association of Serum Levels of Cholesterol Absorption and Synthesis Markers with the Presence of Cardiovascular Disease: The CACHE Study CVD Analysis.. J. Atheroscler. Thromb. 2023 View Paper
  8. Yokoyama H, Araki S, Kawai K, Yamazaki K, Tomonaga O, Maeda H, Ohtaki M, Obata H, Sone H, Kabata D, Shintani A, Maegawa H, Reduced incidence of cardiovascular disease in patients with type 2 diabetes through the integrated improvement of diabetes care by comparing two prospective observational cohorts in real-world clinical practice (JDDM 72).. Diabetes Res. Clin. Pract. 2023 View Paper
  9. Wada T, Yamakawa K, Kabata D, Abe T, Fujishima S, Kushimoto S, Mayumi T, Ogura H, Saitoh D, Shiraishi A, Otomo Y, Gando S, Sepsis-related coagulopathy treatment based on the disseminated intravascular coagulation diagnostic criteria: a post-hoc analysis of a prospective multicenter observational study.. J. Intensive Care 2023 View Paper
  10. Iio K, Kabata D, Iio R, Shibamoto S, Watanabe Y, Morita M, Imai Y, Hatanaka M, Omori H, Isaka Y, Decreased thymic output predicts progression of chronic kidney disease. Immun. Ageing 2023 View Paper
  11. Matsuki K, Harada-Shiba M, Hori M, Ogura M, Akiyama Y, Fujii H, Ishibashi Y, Ishida T, Ishigaki Y, Kabata D, Kihara Y, Kotani K, Kurisu S, Masuda D, Matoba T, Matsumura T, Mori K, Nakagami T, Nakazato M, Taniuchi S, Ueno H, Yamashita S, Yoshida H, Shoji T, Association between Familial Hypercholesterolemia and Serum Levels of Cholesterol Synthesis and Absorption Markers: The CACHE Study FH Analysis.. J. Atheroscler. Thromb. 2023 View Paper
  12. Hattori N, Kabata D, Asada S, Kanda T, Nomura T, Shintani A, Mori A, Real-world evidence on levodopa dose escalation in patients with Parkinson's disease treated with istradefylline.. PLoS One 2023 View Paper
  13. Ishibashi Y, Yoshida H, Kotani K, Akiyama Y, Fujii H, Harada-Shiba M, Ishida T, Ishigaki Y, Kabata D, Kihara Y, Kurisu S, Masuda D, Matoba T, Matsuki K, Matsumura T, Mori K, Nakagami T, Nakazato M, Taniuchi S, Ueno H, Yamashita S, Yano S, Tetsuo S, Serum Values of Cholesterol Absorption and Synthesis Biomarkers in Japanese Healthy Subjects: The CACHE Study HEALTHY Analysis. J. Atheroscler. Thromb. 2023 View Paper

2022

  1. Tanaka S, Noda T, Komeda K, Kosaka H, Iida H, Ueno M, Hokuto D, Ikoma H, Nakai T, Kabata D, Shinkawa H, Kobayashi S, Hirokawa F, Mori H, Hayami S, Morimura R, Matsumoto M, Ishizawa T, Kubo S, Kaibori M, Surgical Outcomes for Hepatocellular Carcinoma in Patients with Child-Pugh Class B: a Retrospective Multicenter Study.. Journal of Gastrointestinal Surgery : Official Journal of the Society for Surgery of the Alimentary Tract 2022 View Paper
  2. Koshi-Ito E, Inaguma D, Ishii H, Yuzawa Y, Kabata D, Shintani A, Inaba M, Emoto M, Mori K, Morioka T, Nakatani S, Shoji T, Associations of time-dependent changes in phosphorus levels with cardiovascular diseases in patients undergoing hemodialysis: results from the Japan Dialysis Active Vitamin D (J-DAVID) randomized clinical trial.. Clinical Kidney Journal 2022 View Paper
  3. Matsumura T, Ishigaki Y, Nakagami T, Akiyama Y, Ishibashi Y, Ishida T, Fujii H, Harada-Shiba M, Kabata D, Kihara Y, Kotani K, Kurisu S, Masuda D, Matoba T, Matsuki K, Mori K, Nakazato M, Taniuchi S, Ueno H, Yamashita S, Yoshida H, Shoji T, Relationship between Diabetes Mellitus and Serum Lathosterol and Campesterol Levels: The CACHE Study DM Analysis.. J. Atheroscler. Thromb. 2022 View Paper
  4. Oka T, Sakaguchi Y, Isaka Y, Ishii H, Kabata D, Shintani A, Nakatani S, Morioka T, Mori K, Inaba M, Emoto M, Shoji T, Effects of alfacalcidol on cardiovascular outcomes according to alkaline phosphatase levels in the J-DAVID trial.. Sci. Rep. 2022 View Paper
  5. Minami K, Kazawa M, Kakuta T, Fukushima S, Fujita T, Kabata D, Ohnishi Y, Early Atrial Tachyarrhythmia Recurrence Predicts Late Atrial Tachyarrhythmia Recurrence After the Cryo-Maze Procedure - An Observational Study.. Circulation Journal : Official Journal of the Japanese Circulation Society 2022 View Paper
  6. Matsumoto T, Walston SL, Walston M, Kabata D, Miki Y, Shiba M, Ueda D, Deep Learning–Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs. Journal of Digital Imaging 2022 View Paper
  7. Shirai D, Shinkawa H, Kabata D, Takemura S, Tanaka S, Amano R, Kimura K, Ohira G, Nishio K, Tauchi J, Kinoshita M, Kubo S, Laparoscopic liver resection reduces postoperative infection in patients with hepatocellular carcinoma: a propensity score-based analysis.. Surg. Endosc. 2022 View Paper
  8. Wada T, Yamakawa K, Kabata D, Abe T, Ogura H, Shiraishi A, Saitoh D, Kushimoto S, Fujishima S, Mayumi T, Hifumi T, Shiino Y, Nakada T, Tarui T, Otomo Y, Okamoto K, Umemura Y, Kotani J, Sakamoto Y, Sasaki J, Shiraishi S, Takuma K, Tsuruta R, Hagiwara A, Masuno T, Takeyama N, Yamashita N, Ikeda H, Ueyama M, Fujimi S, Gando S, Age-related differences in the survival benefit of the administration of antithrombin, recombinant human thrombomodulin, or their combination in sepsis.. Sci. Rep. 2022 View Paper
  9. Naganuma T, Kabata D, Iwai T, Takemoto Y, Uchida J, METABOLIC SYNDROME AND LONGITUDINAL RISK OF RENAL AND CARDIOVASCULAR EVENTS IN RENAL TRANSPLANT RECIPIENTS: A SINGLE CENTER STUDY IN JAPAN. Nephrol. Dial. Transplant. 2022 View Paper
  10. *† Gon Y, Kabata D, Mochizuki H, Response to correspondence concerning "Association between kidney function and intracerebral hematoma volume".. Journal of Clinical Neuroscience : Official Journal of the Neurosurgical Society of Australasia 2022 View Paper
  11. Tanaka A, Kabata D, Hirao O, Kosaka J, Furushima N, Maki Y, Uchiyama A, Egi M, Shintani A, Morimatsu H, Mizobuchi S, Kotake Y, Fujino Y, Prediction Model of Extubation Outcomes in Critically Ill Patients: A Multicenter Prospective Cohort Study. J. Clin. Med. 2022 View Paper
  12. Yokoyama H, Araki S, Yamazaki K, Kawai K, Shirabe S, Oishi M, Kanatsuka A, Yagi N, Kabata D, Shintani A, Maegawa H, Trends in glycemic control in patients with insulin therapy compared with non-insulin or no drugs in type 2 diabetes in Japan: a long-term view of real-world treatment between 2002 and 2018 (JDDM 66). BMJ OPEN DIABETES RESEARCH & CARE 2022 View Paper
  13. Yonezawa H, Ueda D, Yamamoto A, Kageyama K, Walston SL, Nota T, Murai K, Ogawa S, Sohgawa E, Jogo A, Kabata D, Miki Y, Maskless 2-Dimensional Digital Subtraction Angiography Generation Model for Abdominal Vasculature using Deep Learning.. Journal of Vascular and Interventional Radiology : JVIR 2022 View Paper
  14. Shoji T, Akiyama Y, Fujii H, Harada-Shiba M, Ishibashi Y, Ishida T, Ishigaki Y, Kabata D, Kihara Y, Kotani K, Kurisu S, Masuda D, Matoba T, Matsuki K, Matsumura T, Mori K, Nakagami T, Nakazato M, Taniuchi S, Ueno H, Yamashita S, Yoshida H, Association of Kidney Function with Serum Levels of Cholesterol Absorption and Synthesis Markers: The CACHE Study CKD Analysis.. J. Atheroscler. Thromb. 2022 View Paper
  15. *† Kabata D, Shintani A, Estimating the treatment effect with propensity score when the effect varies by patient characteristics: A case study and simulation. Commun. Stat. Case Stud. Data Anal. Appl. 2022 View Paper
  16. Ueda D, Yamamoto A, Onoda N, Takashima T, Noda S, Kashiwagi S, Morisaki T, Fukumoto S, Shiba M, Morimura M, Shimono T, Kageyama K, Tatekawa H, Murai K, Honjo T, Shimazaki A, Kabata D, Miki Y, Development and validation of a deep learning model for detection of breast cancers in mammography from multi-institutional datasets. PLoS One 2022 View Paper
  17. *† Gon Y, Kabata D, Mochizuki H, Association between kidney function and intracerebral hematoma volume.. Journal of Clinical Neuroscience : Official Journal of the Neurosurgical Society of Australasia 2022 View Paper
  18. Yano T, Kabata D, Kimura S, Pain at the First Post-hemorrhoidectomy Defecation Is Associated with Stool Form.. Journal of the Anus, Rectum and Colon 2022 View Paper
  19. Iseki K, Kabata D, Shoji T, Inaba M, Emoto M, Mori K, Morioka T, Nakatani S, Shintani A, Dialysate calcium, alfacalcidol, and clinical outcomes: A post-hoc analysis of the J-DAVID trial.. PLoS One 2022 View Paper
  20. Wada T, Shiraishi A, Gando S, Kabata D, Yamakawa K, Fujishima S, Saitoh D, Kushimoto S, Ogura H, Abe T, Mayumi T, Otomo Y, Association of antithrombin with development of trauma-induced disseminated intravascular coagulation and outcomes.. Frontiers in Immunology 2022 View Paper

2021

  1. Shimizu K, Hirata H, Kabata D, Tokuhira N, Koide M, Ueda A, Tachino J, Shintani A, Uchiyama A, Fujino Y, Ogura H, Ivermectin administration is associated with lower gastrointestinal complications and greater ventilator-free days in ventilated patients with COVID-19: A propensity score analysis.. Journal of Infection and Chemotherapy : Official Journal of the Japan Society of Chemotherapy 2021 View Paper
  2. Shinkawa H, Hirokawa F, Kaibori M, Kabata D, Nomi T, Ueno M, Ikoma H, Nakai T, Iida H, Tanaka S, Komeda K, Kosaka H, Hokuto D, Hayami S, Morimura R, Matsumoto M, Maehira H, Takemura S, Kubo S, Impact of laparoscopic parenchyma-sparing resection of lesions in the right posterosuperior liver segments on surgical outcomes: A multicenter study based on propensity score analysis.. Surgery 2021 View Paper
  3. * Kabata D, Shintani M, Variable selection in double/debiased machine learning for causal inference: an outcome-adaptive approach. Commun. Stat. Simul. Comput. 2021 View Paper
  4. Kinoshita M, Shinkawa H, Kabata D, Tanaka S, Takemura S, Amano R, Kimura K, Ohira G, Nishio K, Kubo S, Impact of Advancing Age on the Status and Risk of Postoperative Infections After Liver Resection.. World Journal of Surgery 2021 View Paper
  5. Ueda D, Yamamoto A, Shimazaki A, Walston SL, Matsumoto T, Izumi N, Tsukioka T, Komatsu H, Inoue H, Kabata D, Nishiyama N, Miki Y, Artificial intelligence-supported lung cancer detection by multi-institutional readers with multi-vendor chest radiographs: a retrospective clinical validation study.. BMC Cancer 2021 View Paper
  6. Minami K, Kabata D, Kakuta T, Fukushima S, Fujita T, Yoshitani K, Ohnishi Y, Association Between Sternotomy Versus Thoracotomy and the Prevalence and Severity of Chronic Postsurgical Pain After Mitral Valve Repair: An Observational Cohort Study.. Journal of Cardiothoracic and Vascular Anesthesia 2021 View Paper
  7. Uematsu H, Osako S, Hakata S, Kabata D, Shintani A, Kawazoe D, Mizuno K, Fujino Y, Matsuda Y, A Double-Blind, Placebo-Controlled Study of Ultrasound-Guided Pulsed Radiofrequency Treatment of the Saphenous Nerve for Refractory Osteoarthritis-Associated Knee Pain.. Pain Physician 2021 View Paper
  8. Shinkawa H, Tanaka S, Kabata D, Takemura S, Amano R, Kimura K, Kinoshita M, Kubo S, The Prognostic Impact of Tumor Differentiation on Recurrence and Survival after Resection of Hepatocellular Carcinoma Is Dependent on Tumor Size.. Liver Cancer 2021 View Paper
  9. Naganuma T, Kabata D, Takemoto Y, Uchida J, Shintani A, Impact of stroke history on the presence of cerebral microbleeds in hemodialysis patients.. BMC Neurology 2021 View Paper
  10. Minami K, Kabata D, Kakuta T, Fukushima S, Fujita T, Shintani A, Yoshitani K, Ohnishi Y, U-Shaped Association Between Intraoperative Net Fluid Balance and Risk of Postoperative Recurrent Atrial Tachyarrhythmia Among Patients Undergoing the Cryo-Maze Procedure: An Observational Study.. Journal of Cardiothoracic and Vascular Anesthesia 2021 View Paper
  11. Naganuma T, Kabata D, Takemoto Y, Uchida J, Shintani A, Antiplatelet therapy and future intracerebral hemorrhage in hemodialysis patients with cerebral microbleeds.. Journal of Clinical Neuroscience : Official Journal of the Neurosurgical Society of Australasia 2021 View Paper
  12. Ueda D, Katayama Y, Yamamoto A, Ichinose T, Arima H, Watanabe Y, Walston SL, Tatekawa H, Takita H, Honjo T, Shimazaki A, Kabata D, Ichida T, Goto T, Miki Y, Deep Learning-based Angiogram Generation Model for Cerebral Angiography without Misregistration Artifacts.. Radiology 2021 View Paper
  13. Gon Y, Kabata D, Kawamura S, Mihara M, Shintani A, Nakata K, Mochizuki H, Association of the Yips and Musculoskeletal Problems in Highly Skilled Golfers: A Large Scale Epidemiological Study in Japan.. Sports (Basel, Switzerland) 2021 View Paper
  14. Nakatani S, Nishide K, Okuno S, Ishimura E, Kabata D, Morioka F, Machiba Y, Uedono H, Tsuda A, Shoji S, Inaba M, Mori K, Yamakawa T, Emoto M, Cinacalcet may suppress kidney enlargement in hemodialysis patients with autosomal dominant polycystic kidney disease.. Sci. Rep. 2021 View Paper
  15. Cho Y, Kabata D, Ehara E, Yamamoto A, Mizuochi T, Mushiake S, Kusano H, Kuwae Y, Suzuki T, Uchida-Kobayashi S, Morikawa H, Amano-Teranishi Y, Kioka K, Jogo A, Isoura Y, Hamazaki T, Murakami Y, Tokuhara D, Assessing liver stiffness with conventional cut-off values overestimates liver fibrosis staging in patients who received the Fontan procedure.. Hepatology Research : the Official Journal of the Japan Society of Hepatology 2021 View Paper
  16. Matsumura A, Nakano T, Ono S, Kaminaka A, Yatani H, Kabata D, Multivariate analysis of causal factors influencing accuracy of guided implant surgery for partial edentulism: a retrospective clinical study.. International Journal of Implant Dentistry 2021 View Paper
  17. Hori Y, Hoshino M, Inage K, Miyagi M, Takahashi S, Ohyama S, Suzuki A, Tsujio T, Terai H, Dohzono S, Sasaoka R, Toyoda H, Kato M, Matsumura A, Namikawa T, Seki M, Yamada K, Habibi H, Salimi H, Yamashita M, Yamauchi T, Furuya T, Orita S, Maki S, Shiga Y, Inoue M, Inoue G, Fujimaki H, Murata K, Kawakubo A, Kabata D, Shintani A, Ohtori S, Takaso M, Nakamura H, Gender-specific analysis for the association between trunk muscle mass and spinal pathologies.. Sci. Rep. 2021 View Paper
  18. Shoji T, Nakatani S, Kabata D, Mori K, Shintani A, Yoshida H, Takahashi K, Ota K, Fujii H, Ueda S, Nishi S, Nakatani T, Yoshiyama M, Goto K, Hamada T, Imanishi M, Ishimura E, Kagitani S, Kato Y, Kumeda Y, Maekawa K, Matsumura T, Nagayama H, Obi Y, Ohno Y, Sai Y, Sakurai M, Sasaki S, Shidara K, Shoji S, Tsujimoto Y, Yamakawa K, Yasuda H, Yodoi S, Inaba M, Emoto M, Comparative Effects of Etelcalcetide and Maxacalcitol on Serum Calcification Propensity in Secondary Hyperparathyroidism: A Randomized Clinical Trial.. Clinical Journal of the American Society of Nephrology : CJASN 2021 View Paper
  19. Murao S, Yamakawa K, Kabata D, Kinoshita T, Umemura Y, Shintani A, Fujimi S, Effect of Earlier Door-to-CT and Door-to-Bleeding Control in Severe Blunt Trauma: A Retrospective Cohort Study.. J. Clin. Med. 2021 View Paper
  20. Odagiri S, Kabata D, Tomita S, Kudo S, Sakaguchi T, Nakano N, Yamamoto K, Shintaku H, Hamazaki T, Clinical and Genetic Characteristics of Patients with Mild Hyperphenylalaninemia Identified by Newborn Screening Program in Japan.. International Journal of Neonatal Screening 2021 View Paper
  21. Sasaki K, Shoji T, Kabata D, Shintani A, Okute Y, Tsuchikura S, Shimomura N, Tsujimoto Y, Nakatani S, Mori K, Shioi A, Inaba M, Emoto M, Oxidative Stress and Inflammation as Predictors of Mortality and Cardiovascular Events in Hemodialysis Patients: The DREAM Cohort.. J. Atheroscler. Thromb. 2021 View Paper
  22. Araki S, Koh S, Kabata D, Inoue R, Morii D, Maeda N, Shintani A, Jhanji V, Nishida K, Effect of long-term rigid gas-permeable contact lens wear on keratoconus progression.. The British Journal of Ophthalmology 2021 View Paper
  23. Kubo T, Osuka A, Kabata D, Kimura M, Tabira K, Ogura H, Chest physical therapy reduces pneumonia following inhalation injury.. Burns : Journal of the International Society for Burn Injuries 2021 View Paper
  24. Imagama S, Murakami H, Kaito T, Matsuyama Y, Yamashita T, Kawakami M, Takahashi K, Yoshida M, Ohtori S, Taguchi T, Haro H, Taneichi H, Yamazaki M, Inoue G, Nishida K, Yamada H, Kabata D, Shintani A, Iwasaki M, Ito M, Miyakoshi N, Yonenobu K, Takura T, Mochida J, Impact of background factors on outcomes of pharmacological therapy for chronic low back pain: A nationwide multicenter prospective study.. Journal of Orthopaedic Science : Official Journal of the Japanese Orthopaedic Association 2021 View Paper
  25. Hanaoka A, Naganuma T, Kabata D, Morii D, Takemoto Y, Uchida J, Shintani A, Safety and Efficacy of Tandem Hemodialysis and Selective Plasma Exchange in Pretransplant Desensitization of ABO-Incompatible Kidney Transplantation.. Blood Purif. 2021 View Paper
  26. Miyashita H, Oikawa D, Terawaki S, Kabata D, Shintani A, Tokunaga F, Crosstalk Between NDP52 and LUBAC in Innate Immune Responses, Cell Death, and Xenophagy.. Frontiers in Immunology 2021 View Paper
  27. Inoue G, Kaito T, Matsuyama Y, Yamashita T, Kawakami M, Takahashi K, Yoshida M, Imagama S, Ohtori S, Taguchi T, Haro H, Taneichi H, Yamazaki M, Nishida K, Yamada H, Kabata D, Shintani A, Iwasaki M, Ito M, Miyakoshi N, Murakami H, Yonenobu K, Takura T, Mochida J, Comparison of the Effectiveness of Pharmacological Treatments for Patients with Chronic Low Back Pain: A Nationwide, Multicenter Study in Japan.. Spine Surgery and Related Research 2021 View Paper

2020

  1. Inoue M, Nakano T, Shimomoto T, Kabata D, Shintani A, Yatani H, Multivariate analysis of the influence of prosthodontic factors on peri-implant bleeding index and marginal bone level in a molar site: A cross-sectional study.. Clinical Implant Dentistry and Related Research 2020 View Paper
  2. Doi Y, Hibino M, Hase R, Yamamoto M, Kasamatsu Y, Hirose M, Mutoh Y, Homma Y, Terada M, Ogawa T, Kashizaki F, Yokoyama T, Koba H, Kasahara H, Yokota K, Kato H, Yoshida J, Kita T, Kato Y, Kamio T, Kodama N, Uchida Y, Ikeda N, Shinoda M, Nakagawa A, Nakatsumi H, Horiguchi T, Iwata M, Matsuyama A, Banno S, Koseki T, Teramachi M, Miyata M, Tajima S, Maeki T, Nakayama E, Taniguchi S, Lim CK, Saijo M, Imai T, Yoshida H, Kabata D, Shintani A, Yuzawa Y, Kondo M, A Prospective, Randomized, Open-Label Trial of Early versus Late Favipiravir Therapy in Hospitalized Patients with COVID-19.. Antimicrobial Agents and Chemotherapy 2020 View Paper
  3. Nakata H, Yamakawa K, Kabata D, Umemura Y, Ogura H, Gando S, Shintani A, Shiraishi A, Saitoh D, Fujishima S, Mayumi T, Kushimoto S, Abe T, Shiino Y, Nakada T, Tarui T, Hifumi T, Otomo Y, Okamoto K, Kotani J, Sakamoto Y, Sasaki J, Shiraishi S, Takuma K, Tsuruta R, Hagiwara A, Masuno T, Takeyama N, Yamashita N, Ikeda H, Ueyama M, Fujimi S, Identifying Septic Shock Populations Benefitting From Polymyxin B Hemoperfusion: A Prospective Cohort Study Incorporating a Restricted Cubic Spline Regression Model.. Shock (Augusta, Ga.) 2020 View Paper
  4. Shiono S, Shibata SC, Kabata D, Shintani A, Ikeda T, Fujino Y, Comparison of 1-year recurrence-free survival between sevoflurane and propofol use for general anesthesia management in primary breast cancer surgery.. J. Anesth. 2020 View Paper
  5. Gon Y, Kabata D, Kawano T, Kanki H, Todo K, Sasaki T, Shintani A, Mochizuki H, Hematological Abnormalities and Malnutrition Mediate Pathway between Cancer and Outcomes in Ischemic Stroke Patients.. Journal of Stroke and Cerebrovascular Diseases : the Official Journal of National Stroke Association 2020 View Paper
  6. Maruyama H, Shiba M, Ishikawa-Kakiya Y, Kato K, Ominami M, Fukunaga S, Otani K, Hosomi S, Tanaka F, Kamata N, Taira K, Nagami Y, Yamagami H, Tanigawa T, Watanabe T, Yamamoto A, Kabata D, Shintani A, Fujiwara Y, Positive correlation between pancreatic volume and post-endoscopic retrograde cholangiopancreatography pancreatitis.. Journal of Gastroenterology and Hepatology 2020 View Paper
  7. Yamamoto M, Miura Y, Hirayama K, Kohno T, Kabata D, Theisen-Kunde D, Brinkmann R, Honda S, Predictive factors of outcome of selective retina therapy for diabetic macular edema.. International Ophthalmology 2020 View Paper
  8. Kosoku A, Uchida J, Iwai T, Shimada H, Kabei K, Nishide S, Maeda K, Kabata D, Shintani A, Nakatani T, Frailty is associated with dialysis duration before transplantation in kidney transplant recipients: A Japanese single-center cross-sectional study.. International Journal of Urology : Official Journal of the Japanese Urological Association 2020 View Paper
  9. Yokoyama H, Tsuji T, Hayashi S, Kabata D, Shintani A, Factors associated with diabetic polyneuropathy-related sensory symptoms and signs in patients with polyneuropathy: A cross-sectional Japanese study (JDDM 52) using a non-linear model.. J. Diabetes Investig. 2020 View Paper
  10. Hanaoka A, Naganuma T, Kabata D, Takemoto Y, Uchida J, Nakatani T, Shintani A, Selective plasma exchange in ABO-incompatible kidney transplantation: comparison of substitution with albumin and partial substitution with fresh frozen plasma.. Sci. Rep. 2020 View Paper
  11. Miyakoshi N, Kudo D, Matsuyama Y, Yamashita T, Kawakami M, Takahashi K, Yoshida M, Kaito T, Imagama S, Ohtori S, Taguchi T, Haro H, Taneichi H, Yamazaki M, Inoue G, Nishida K, Yamada H, Kabata D, Shintani A, Iwasaki M, Ito M, Murakami H, Yonenobu K, Takura T, Mochida J, Impact of Consultation Length on Satisfaction in Patients with Chronic Low Back Pain: A Nationwide Multicenter Study in Japan.. Spine Surgery and Related Research 2020 View Paper

2019

  1. Minami K, Kabata D, Shintani A, Matsumoto Y, Tadokoro N, Fujita T, Yoshitani K, Ohnishi Y, Type and Size of Implanted Bioprosthetic Valve Rather Than Intraoperative Peak Transprosthetic Valvular Velocity Predict Postoperative Midterm Prosthesis-Patient Mismatch in Patients Undergoing Surgical Aortic Valve Replacement.. Journal of Cardiothoracic and Vascular Anesthesia 2019 View Paper
  2. Yamakawa K, Gando S, Ogura H, Umemura Y, Kabata D, Shintani A, Shiraishi A, Saitoh D, Fujishima S, Mayumi T, Kushimoto S, Abe T, Shiino Y, Nakada T, Tarui T, Hifumi T, Otomo Y, Okamoto K, Kotani J, Sakamoto Y, Sasaki J, Shiraishi S, Takuma K, Tsuruta R, Hagiwara A, Masuno T, Takeyama N, Yamashita N, Ikeda H, Ueyama M, Fujimi S, Identifying Sepsis Populations Benefitting from Anticoagulant Therapy: A Prospective Cohort Study Incorporating a Restricted Cubic Spline Regression Model.. Thrombosis and Haemostasis 2019 View Paper
  3. Koh S, Chalmers R, Kabata D, Shintani A, Nishida K, Translation and validation of the 8-item Contact Lens Dry Eye Questionnaire (CLDEQ-8) among Japanese soft contact lens wearers: The J-CLDEQ-8.. Contact Lens & Anterior Eye : the Journal of the British Contact Lens Association 2019 View Paper
  4. Kaito T, Matsuyama Y, Yamashita T, Kawakami M, Takahashi K, Yoshida M, Imagama S, Ohtori S, Taguchi T, Haro H, Taneichi H, Yamazaki M, Inoue G, Nishida K, Yamada H, Kabata D, Shintani A, Iwasaki M, Ito M, Miyakoshi N, Murakami H, Yonenobu K, Takura T, Mochida J, Cost-effectiveness analysis of the pharmacological management of chronic low back pain with four leading drugs.. Journal of Orthopaedic Science : Official Journal of the Japanese Orthopaedic Association 2019 View Paper
  5. Kakuta T, Fukushima S, Minami K, Shimahara Y, Yamasaki T, Matsumoto Y, Yamashita K, Kawamoto N, Tadokoro N, Kabata D, Kobayashi J, Fujita T, Contemporary outcomes of the concomitant CryoMaze procedure.. Interactive Cardiovascular and Thoracic Surgery 2019 View Paper
  6. Koh S, Chalmers R, Kabata D, Shintani A, Nishida K, Translation and Validation of the 8-Item Contact Lens Dry Eye Questionnaire (CLDEQ-8) among Japanese Soft Contact Lens Wearers: the J-CLDEQ-8. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE 2019 View Paper
  7. Takegawa R, Kabata D, Shimizu K, Hisano S, Ogura H, Shintani A, Shimazu T, Serum albumin as a risk factor for death in patients with prolonged sepsis: An observational study.. Journal of Critical Care 2019 View Paper
  8. Koh S, Inoue R, Maeda N, Kabata D, Shintani A, Jhanji V, Klyce SD, Maruyama K, Nishida K, Long-term Chronological Changes in Very Asymmetric Keratoconus.. Cornea 2019 View Paper
  9. Hori Y, Hoshino M, Inage K, Miyagi M, Takahashi S, Ohyama S, Suzuki A, Tsujio T, Terai H, Dohzono S, Sasaoka R, Toyoda H, Kato M, Matsumura A, Namikawa T, Seki M, Yamada K, Habibi H, Salimi H, Yamashita M, Yamauchi T, Furuya T, Orita S, Maki S, Shiga Y, Inoue M, Inoue G, Fujimaki H, Murata K, Kawakubo A, Kabata D, Shintani A, Ohtori S, Takaso M, Nakamura H, ISSLS PRIZE IN CLINICAL SCIENCE 2019: clinical importance of trunk muscle mass for low back pain, spinal balance, and quality of life-a multicenter cross-sectional study.. European Spine Journal : Official Publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society 2019 View Paper
  10. Nii T, Kuzuya K, Kabata D, Matsui T, Murata A, Ohya T, Matsuoka H, Shimizu T, Oguro E, Okita Y, Udagawa C, Yoshimura M, Kudo-Tanaka E, Teshigawara S, Harada Y, Yoshida Y, Isoda K, Tsuji S, Ohshima S, Hashimoto J, Shintani A, Takehana Y, Tohma S, Saeki Y, Crosstalk between tumor necrosis factor-alpha signaling and aryl hydrocarbon receptor signaling in nuclear factor -kappa B activation: A possible molecular mechanism underlying the reduced efficacy of TNF-inhibitors in rheumatoid arthritis by smoking.. Journal of Autoimmunity 2019 View Paper
  11. Hanaoka A, Naganuma T, Takemoto Y, Uchida J, Nakatani T, Kabata D, Shintani A, Efficacy of selective plasma exchange as pre-transplant apheresis in ABO-incompatible kidney transplantation. Renal Replace. Ther. 2019 View Paper
  12. Otsuru M, Ota Y, Yanamoto S, Okura M, Umeda M, Kirita T, Kurita H, Ueda M, Komori T, Yamakawa N, Kamata T, Hasegawa T, Shibahara T, Ohiro Y, Yamashita Y, Noguchi K, Noguchi T, Karakida K, Naito H, Aikawa T, Yamashita T, Kabata D, Shintani A, A Multicenter Retrospective Study of Elective Neck Dissection for T1-2N0M0 Tongue Squamous Cell Carcinoma: Analysis Using Propensity Score-Matching.. Annals of Surgical Oncology 2019 View Paper
  13. Iio K, Kabata D, Iio R, Imai Y, Hatanaka M, Omori H, Hoshida Y, Saeki Y, Shintani A, Hamano T, Isaka Y, Ando Y, Parathyroid hormone and premature thymus ageing in patients with chronic kidney disease.. Sci. Rep. 2019 View Paper
  14. Kasuga S, Kabata D, Sakaguchi T, Kudoh S, Nishigaki S, Higa Y, Fujikawa S, Fujitani H, Shintani A, Hamazaki T, Shintaku H, Usefulness of serum biopterin as a predictive biomarker for childhood asthma control: A prospective cohort study.. Allergology International : Official Journal of the Japanese Society of Allergology 2019 View Paper
  15. Fujiwara Y, Hashimoto A, Uemura R, Sawada A, Otani K, Tanaka F, Yamagami H, Tanigawa T, Watanabe T, Kabata D, Kuwae Y, Shintani A, Ohsawa M, Optimal Biopsy Protocol to Evaluate Histological Effectiveness of Proton Pump Inhibitor Therapy in Patients with Eosinophilic Esophagitis.. Digestion 2019 View Paper
  16. Naganuma T, Takemoto Y, Uchida J, Nakatani T, Kabata D, Shintani A, Hypercalcemia Is a Risk Factor for the Progression of Aortic Calcification in Kidney Transplant Recipients.. Kidney & Blood Pressure Research 2019 View Paper
  17. Inaguma D, Morii D, Kabata D, Yoshida H, Tanaka A, Koshi-Ito E, Takahashi K, Hayashi H, Koide S, Tsuboi N, Hasegawa M, Shintani A, Yuzawa Y, Prediction model for cardiovascular events or all-cause mortality in incident dialysis patients.. PLoS One 2019 View Paper

2018

  1. Yamashita K, Fujita T, Fukushima S, Shimahara Y, Kume Y, Matsumoto Y, Kawamoto N, Minami K, Kabata D, Kanzaki H, Izumi C, Anzai T, Kobayashi J, Transcatheter Aortic Valve Replacement for Severe Aortic Stenosis Complicated by Sigmoid Septum.. Circulation Journal : Official Journal of the Japanese Circulation Society 2018 View Paper
  2. Dohi T, Schmidt A, Scheinert D, Bausback Y, Kabata D, Shintani A, Sakata Y, Steiner S, Drug-Coated Balloon Angioplasty in Atherosclerosis Patients With Popliteal Artery Involvement.. Journal of Endovascular Therapy : an Official Journal of the International Society of Endovascular Specialists 2018 View Paper
  3. Shimizu K, Ogura H, Kabata D, Shintani A, Tasaki O, Ojima M, Ikeda M, Shimazu T, Association of prophylactic synbiotics with reduction in diarrhea and pneumonia in mechanically ventilated critically ill patients: A propensity score analysis.. Journal of Infection and Chemotherapy : Official Journal of the Japan Society of Chemotherapy 2018 View Paper
  4. Motoda S, Shiraki N, Ishihara T, Sakaguchi H, Kabata D, Takahara M, Kimura T, Kozawa J, Imagawa A, Nishida K, Shintani A, Iwahashi H, Shimomura I, Predictors of postoperative bleeding after vitrectomy for vitreous hemorrhage in patients with diabetic retinopathy.. J. Diabetes Investig. 2018 View Paper
  5. Okita T, Ohashi N, Kabata D, Shintani A, Kato K, Public attitudes in Japan toward participation in whole genome sequencing studies.. Human Genomics 2018 View Paper
  6. Inoue T, Mizowaki T, Kabata D, Shintani A, Terada N, Yamasaki T, Negoro H, Kobayashi T, Nakamura K, Inokuchi H, Ogawa O, Recovery of Serum Testosterone Levels and Sexual Function in Patients Treated With Short-term Luteinizing Hormone-releasing Hormone Antagonist as a Neoadjuvant Therapy Before External Radiotherapy for Intermediate-risk Prostate Cancer: Preliminary Prospective Study.. Clinical Genitourinary Cancer 2018 View Paper
  7. Sugita N, Watanabe K, Kamata N, Yukawa T, Otani K, Hosomi S, Nagami Y, Tanaka F, Taira K, Yamagami H, Tanigawa T, Shiba M, Watanabe T, Tominaga K, Kabata D, Shintani A, Arakawa T, Fujiwara Y, Efficacy of a concomitant elemental diet to reduce the loss of response to adalimumab in patients with intractable Crohn's disease.. Journal of Gastroenterology and Hepatology 2018 View Paper
  8. Ebina K, Hashimoto M, Yamamoto W, Ohnishi A, Kabata D, Hirano T, Hara R, Katayama M, Yoshida S, Nagai K, Son Y, Amuro H, Akashi K, Fujimura T, Hirao M, Yamamoto K, Shintani A, Kumanogoh A, Yoshikawa H, Drug retention and discontinuation reasons between seven biologics in patients with rheumatoid arthritis -The ANSWER cohort study.. PLoS One 2018 View Paper

2017

  1. Gon Y, Kabata D, Yamamoto K, Shintani A, Todo K, Mochizuki H, Sakaguchi M, Validation of an algorithm that determines stroke diagnostic code accuracy in a Japanese hospital-based cancer registry using electronic medical records.. BMC Medical Informatics and Decision Making 2017 View Paper
  2. Yokoi K, Hara M, Ueda Y, Yamamoto K, Ota K, Kabata D, Kitamura T, Sakata Y, Shintani A, Epidemiological and outcome data in Japanese patients with deep vein thrombosis with and without malignancy.. Heart and Vessels 2017 View Paper
  3. Kaneko H, Hara M, Mizutani K, Yoshiyama M, Yokoi K, Kabata D, Shintani A, Kitamura T, Improving Outcomes of Witnessed Out-of-Hospital Cardiac Arrest After Implementation of International Liaison Committee on Resuscitation 2010 Consensus: A Nationwide Prospective Observational Population-Based Study.. Journal of the American Heart Association 2017 View Paper
  4. Sonoda M, Shoji T, Kuwamura Y, Okute Y, Naganuma T, Shima H, Motoyama K, Morioka T, Mori K, Fukumoto S, Shioi A, Shimono T, Fujii H, Kabata D, Shintani A, Emoto M, Inaba M, Plasma homocysteine and cerebral small vessel disease as possible mediators between kidney and cognitive functions in patients with diabetes mellitus.. Sci. Rep. 2017 View Paper
  5. Yokoi K, Hara M, Ueda Y, Sumitsuji S, Awata M, Salah YK, Kabata D, Shintani A, Sakata Y, Ideal Guiding Catheter Position During Bilaterally Engaged Percutaneous Coronary Intervention.. The American Journal of Cardiology 2017 View Paper
  6. Ishikawa H, Hara M, Ryuge M, Takafuji J, Youmoto M, Akira M, Nagasaka Y, Kabata D, Yamamoto K, Shintani A, Efficacy and safety of super selective bronchial artery coil embolisation for haemoptysis: a single-centre retrospective observational study.. BMJ Open 2017 View Paper

Books書籍 (2)

  • 加葉田大志朗Kabata D, AI技術を活用！特定保健指導の効果を対象者ごとに可視化Using AI to Visualize the Effects of Specific Health Guidance for Each Individual. 株式会社法研 へるすあっぷ21 2026年4月号（NO.498）Hoken Corporation, Health Up 21, April 2026 Issue (No. 498), 2026.

    An interview featuring results from several epidemiological studies on evaluating the effects of specific health guidance, conducted jointly with the Daihatsu Motor Health Center.特定保健指導の効用評価に関する複数の疫学研究の成果についてのインタビュー記事。これらの成果はダイハツ工業株式会社保健センターとの共同研究によるものです。

    Publisher Page

    AI技術を活用！特定保健指導の効果を対象者ごとに可視化 cover

  • 加葉田大志朗Kabata D, 医学研究のためのRによる統計解析入門Introduction to Statistical Analysis with R for Medical Research. オーム社Ohmsha, 2023.

    A hands-on introduction with R to widely-used statistical methods — descriptive statistics, hypothesis testing, and various regression models — that are common in medical and many other research fields, with runnable R code published on GitHub.記述統計、仮説検定、各種回帰モデルなど、医学領域をはじめ広く活用される統計手法について、Rコードつきで解説しています。コードはGitHubで公開しています。

    PublisherAmazonR Code (GitHub)

    医学研究のためのRによる統計解析入門 cover

Preprints, Working Papers & Other Outputsプレプリント・ワーキングペーパー・その他 (36)

  1. *† Kabata D, Imai T, A sensitivity analysis for non-inferiority studies with non-randomised data. arXiv 2025 View Paper
  2. *† Kabata D, Ito M, Koga T, Yunoki K, Generalisable prediction model of surgical case duration: multicentre development and temporal validation. arXiv 2025 View Paper
  3. * Kabata D, Henderson NC, Varadhan R, Quantifying uncertainty of individualized treatment effects in right-censored survival data: A comparison of Bayesian additive regression trees and causal survival forest. 2025 View Paper
  4. * Kabata D, Shintani M, Double/Debiased Machine Learning for Causal Inference on Survival Function. Social Science Research Network 2024 View Paper
  5. * Kabata D, Shintani M, Double/debiased Machine Learning for Causal Inference on Survival Function. CSRDA Disucussion Paper 2024 View Paper
  6. Takita H, Kabata D, Walston SL, Tatekawa H, Saito K, Tsujimoto Y, Miki Y, Ueda D, Diagnostic Performance Comparison between Generative AI and Physicians: A Systematic Review and Meta-Analysis. medRxiv 2024 View Paper
  7. 加澤昌広Kazawa M, 加葉田大志朗Kabata D, 吉田寿子Yoshida H, 南公人Minami K, 前田琢磨Maeda T, 吉谷健司Yoshitani K, 松田均Matsuda H, 新谷歩Shintani A, 周術期のアミノ酸投与による心臓手術関連腎障害抑制効果の検討:単施設単盲検無作為化比較試験Investigation of perioperative amino acid administration for cardiac surgery-associated acute kidney injury prevention: A single-center, single-blind, randomized controlled trial. 日本集中治療医学会学術集会(Web)Annual Meeting of the Japanese Society of Intensive Care Medicine 2024
  8. Nakayama Y., Kabata D., Yamamoto W., Makino H., Nagai K., Yoshida N., Son Y., Katayama M., Yamada H., Nishimura K., Hara R., Watanabe R., Etani Y., Ebina K., Onizawa H., Fujii T., Onishi A., Murakami K., Murata K., Tanaka M., Matsuda S., Morinobu A., Shintani A., Hashimoto M., Disease Duration Differentially Affects the Clinical Efficacy of Biologics and JAK Inhibitors in Rheumatoid Arthritis: The ANSWER Cohort Study. Arthritis Rheumatol. 2024
  9. 井上 玄Inoue G, 海渡 貴司Kaido T, 松山 幸弘Matsuyama Y, 山下 敏彦Yamashita T, 川上 守Kawakami M, 高橋 和久Takahashi K, 吉田 宗人Yoshida M, 今釜 史郎Imakama S, 大鳥 精司Ootori S, 田口 敏彦Taguchi T, 波呂 浩孝Haro H, 種市 洋Taneichi H, 山崎 正志Yamasaki M., 西田 康太郎Nishida K, 山田 宏Yamada H, 加葉田 大志朗Kabata D, 新谷 歩Shintani A, 岩崎 幹季Iwasaki M, 伊東 学Ito M, 宮腰 尚久Miyakoshi N, 村上 英樹Murakami H, 米延 策雄Yonobe S, 田倉 智之Takura T, 持田 譲治Mochida J, 日本脊椎脊髄病学会プロジェクト委員会Japanese Society for Spine Surgery and Related Research, Project Committee, 慢性腰痛症に対する各種薬物療法の有効性の比較 全国多施設共同研究Comparison of the effectiveness of various pharmacotherapies for chronic low back pain: A nationwide multicenter study. Journal of Spine Research 2021
  10. 井上玄Inoue G, 海渡貴司Kaito T, 松山幸弘Matsuyama Y, 山下敏彦Yamashita T, 川上守Kawakami M, 高橋和久Takahashi K, 吉田宗人Yoshida M, 今釜史郎Imagama S, 大鳥精司Ohtori S, 田口敏彦Taguchi T, 波呂浩孝Haro H, 種市洋Taneichi H, 山崎正志Yamazaki M, 西田康太郎Nishida K, 山田宏Yamada H, 加葉田大志朗Kabata D, 新谷歩Shintani A, 岩崎幹季Iwasaki M, 伊東学Ito M, 宮腰尚久Miyakoshi N, 村上英樹Murakami H, 米延策雄Yonenobu K, 田倉智之Takura T, 持田譲治Mochida J, Comparison of the effectiveness of four major drugs for chronic low back pain: A nationwide multicenter study. Journal of Spine Research (Web) 2021
  11. 加葉田大志朗Kabata D, Statistical analysis method for Clinical study. 理学療法京都Physical Therapy Kyoto 2021
  12. 由留部 崇Yurube T, 西田 康太郎Nishida K, 加葉田 大志朗Kabata D, 海渡 貴司Kaido T, 持田 讓治Mochida J, 松山 幸弘Matsuyama Y, 山下 敏彦Yamashita T, 川上 守Kawakami M, 田口 敏彦Taguchi T, 山崎 正志Yamasaki M., 山田 宏Yamada H, 波呂 浩孝Haro H, 村上 英樹Murakami H, 宮腰 尚久Miyakoshi N, 今釜 史郎Imakama S, 井上 玄Inoue G, 新谷 歩Shintani A, 慢性腰痛症に対する薬物療法の合併症評価 肝腎機能障害を中心に 日本脊椎脊髄病学会主導多施設前向き追跡調査Complication assessment of pharmacotherapy for chronic low back pain focusing on hepatorenal dysfunction: A multicenter prospective follow-up study led by the Japanese Society for Spine Surgery and Related Research. Journal of Spine Research 2020
  13. 今釜 史郎Imakama S, 村上 英樹Murakami H, 持田 讓治Mochida J, 松山 幸弘Matsuyama Y, 山下 敏彦Yamashita T, 川上 守Kawakami M, 田口 敏彦Taguchi T, 波呂 浩孝Haro H, 山崎 正志Yamasaki M., 海渡 貴司Kaido T, 井上 玄Inoue G, 西田 康太郎Nishida K, 宮腰 尚久Miyakoshi N, 山田 宏Yamada H, 加葉田 大志朗Kabata D, 新谷 歩Shintani A, 慢性腰痛症の薬物治療効果に影響する背景因子 多施設前向き研究Background factors affecting pharmacotherapy outcomes for chronic low back pain: A multicenter prospective study. Journal of Spine Research 2020
  14. 今釜史郎Imagama S, 村上英樹Murakami H, 持田讓治Mochida J, 松山幸弘Matsuyama Y, 山下敏彦Yamashita T, 川上守Kawakami M, 田口敏彦Taguchi T, 波呂浩孝Haro H, 山崎正志Yamazaki M, 海渡貴司Kaito T, 井上玄Inoue G, 西田康太郎Nishida K, 宮腰尚久Miyakoshi N, 山田宏Yamada H, 加葉田大志朗Kabata D, 新谷歩Shintani A, Impact of background factors for outcome in pharmacological therapy for chronic low back pain-the nationwide multicenter prospective study. Journal of Spine Research (Web) 2020
  15. 由留部崇Yurube T, 西田康太郎Nishida K, 加葉田大志朗Kabata D, 海渡貴司Kaito T, 持田讓治Mochida J, 松山幸弘Matsuyama Y, 山下敏彦Yamashita T, 川上守Kawakami M, 田口敏彦Taguchi T, 山崎正志Yamazaki M, 山田宏Yamada H, 波呂浩孝Haro H, 村上英樹Murakami H, 宮腰尚久Miyakoshi N, 今釜史郎Imagama S, 井上玄Inoue G, 新谷歩Shintani A, Adverse liver and kidney effects of analgesics for chronic low back pain: a nationwide multicenter prospective cohort study by the Japanese Society for Spine Surgery and Related Research. Journal of Spine Research (Web) 2020
  16. 新谷歩Shintani A, 加葉田大志朗Kabata D, 無作為化Randomization. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  17. 新谷歩Shintani A, 加葉田大志朗Kabata D, 比例ハザード回帰モデルProportional Hazards Regression Model. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  18. 新谷歩Shintani A, 加葉田大志朗Kabata D, 生存時間解析Survival Analysis. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  19. 新谷歩Shintani A, 加葉田大志朗Kabata D, ロジスティック回帰モデルLogistic Regression Model. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  20. 新谷歩Shintani A, 加葉田大志朗Kabata D, 線形回帰モデルLinear Regression Model. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  21. 新谷歩Shintani A, 加葉田大志朗Kabata D, 多変量解析Multivariate Analysis. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2019
  22. 加葉田 大志朗Kabata D, 新谷 歩Shintani A, 統計学的検討についてOn Statistical Considerations. 救急医学 = The Japanese Journal of Acute MedicineThe Japanese Journal of Acute Medicine 2019
  23. 加葉田大志朗Kabata D, 新谷歩Shintani A, Statistical analysis of observational study. 日本ペインクリニック学会誌Journal of the Japan Society of Pain Clinicians 2019 View Paper
  24. 加葉田大志朗Kabata D, 新谷歩Shintani A, Introduction to Cost-Effectiveness Research. 臨床整形外科Clinical Orthopaedic Surgery 2019 View Paper
  25. 長沼俊秀Naganuma T, 武本佳昭Takemoto Y, 内田潤次Uchida J, 仲谷達也Nakatani T, 加葉田大志朗Kabata D, 新谷歩Shintani A, 平成30年度大阪府下慢性透析患者の実態調査Survey on chronic dialysis patients in Osaka Prefecture, FY2018. 大阪透析研究会会誌Journal of the Osaka Dialysis Research Society 2019
  26. 加葉田大志朗Kabata D, 新谷歩Shintani A, Statistical analysis of observational data with multivariable regression model and propensity score methods. 糖尿病と妊娠 : 日本糖尿病・妊娠学会誌 = Diabetes & Pregnancy : the Journal of the Japanese Society of Diabetes and PregnancyDiabetes & Pregnancy : the Journal of the Japanese Society of Diabetes and Pregnancy 2018
  27. 加葉田大志朗Kabata D, 新谷歩Shintani A, Check-list for statistical analysis in publishing medical science papers. 麻酔 = The Japanese Journal of Anesthesiology : 日本麻酔科学会準機関誌The Japanese Journal of Anesthesiology 2018
  28. 新谷歩Shintani A, 加葉田大志朗Kabata D, 検定の選び方：検定は結論を変え得る！ 不適切な検定を故意に選ぶのは不正行為Choosing Statistical Tests: Tests Can Change Conclusions — Deliberately Choosing Inappropriate Tests is Misconduct. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  29. 新谷歩Shintani A, 加葉田大志朗Kabata D, 症例数の設計：信頼できるエビデンスを得るために症例数は計画時に必ず決めておくSample Size Planning: Always Determine Sample Size at the Planning Stage for Reliable Evidence. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  30. 新谷歩Shintani A, 加葉田大志朗Kabata D, 多重性の問題：研究計画の重要性The Problem of Multiplicity: The Importance of Study Planning. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  31. 新谷歩Shintani A, 加葉田大志朗Kabata D, 検定とP値：統計的エビデンスとはStatistical Tests and P-values: What is Statistical Evidence?. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  32. 新谷歩Shintani A, 加葉田大志朗Kabata D, 記述統計量とグラフの描き方Descriptive Statistics and How to Create Graphs. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  33. 新谷歩Shintani A, 加葉田大志朗Kabata D, 正しいデータの記述の仕方How to Correctly Describe Data. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  34. 新谷歩Shintani A, 加葉田大志朗Kabata D, 国際誌が求める統計：チェックリストの活用Statistics Required by International Journals: Using Checklists. AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative 2017
  35. 新谷歩Shintani A, 山本景一Yamamoto K, 山田知美Yamada T, 山本紘司Yamamoto K, 太田恵子Ota K, 関季子Seki T, 原正彦Hara M, 横濱則也Yokohama N, 高橋佳苗Takahashi K, 橋本治子Hashimoto H, 加葉田大志朗Kabata D, Zhou Y, 希少難治性角膜疾患の疫学調査 疫学調査のためのデータベース構築に向けた取り組みに関する研究Epidemiological survey of rare intractable corneal diseases: Research on database construction for epidemiological surveys. 希少難治性角膜疾患の疫学調査 平成28年度 総括・分担研究報告書(Web)Epidemiological Survey of Rare Intractable Corneal Diseases, FY2016 Research Report 2017
  36. 新谷歩Shintani A, 山本景一Yamamoto K, 山田知美Yamada T, 山本紘司Yamamoto K, 太田恵子Ota K, 関季子Seki T, 原正彦Hara M, 高橋佳苗Takahashi K, 橋本治子Hashimoto H, 加葉田大志朗Kabata D, Zhou Y, 希少難治性角膜疾患の疫学調査に関する研究 疫学調査のためのデータベース構築に向けた取り組みResearch on epidemiological survey of rare intractable corneal diseases: Database construction for epidemiological surveys. 希少難治性角膜疾患の疫学調査に関する研究 平成27年度 総括・分担研究報告書Research on Epidemiological Survey of Rare Intractable Corneal Diseases, FY2015 Research Report 2016

Presentations (90)

  1. 臨床研究における統計解析Statistical analysis in clinical researchInvited招待
    加葉田大志朗Kabata D · 日本環境感染学会教育委員会主催 医療疫学トレーニングコース上級編Advanced Course on Medical Epidemiology Training, hosted by the Educational Committee of the Japanese Society for Environmental Infectious Diseases · 2026年2月2026
  2. 外部対照を用いた非劣性試験の感度分析Sensitivity analysis of non-inferiority trials using external controls
    加葉田大志朗, 今井匠Kabata D, Imai T · 日本臨床試験学会 第17回学術集会総会17th Annual Meeting of the Japanese Society of Clinical Trials and Research · 2026年2月2026
  3. 臨床研究におけるデータ分析のノウハウData analysis know-how in clinical research
    加葉田大志朗Kabata D · Physio Study Kyoto Private Seminar · 2026年2月2026
  4. 機械学習を応用した統計的因果推論アプローチとその周辺Statistical causal inference approaches using machine learning and related topics
    加葉田大志朗Kabata D · 久留米大学バイオ統計センター 公開セミナーKurume University Biostatistics Center Open Seminar · 2026年1月2026
  5. 非劣性の評価を目的とした観察研究における感度分析Sensitivity analysis in observational studies aimed at evaluating non-inferiority
    加葉田大志朗, 今井匠Kabata D, Imai T · 第9回かごしまデータ科学シンポジウム in FUKUOKA9th Kagoshima Data Science Symposium in FUKUOKA · 2025年12月2025
  6. 大手自動車メーカーにおける強制的な稼働休止による従業員のBMIの変化の検討Examination of BMI changes in employees due to mandatory operational shutdown at a major automobile manufacturer
    丸居誉, 垣内紀亮, 池田直子, 川合睦子, 貝森亜紀, 佐伯紀子, 梶本勝文, 田中里穂, 銭谷亜弓, 松宮さおり, 加葉田大志朗, 是恒之宏Marui T, Kakiuchi N, Ikeda N, Kawai M, Kaimori A, Saeki N, Kajimoto K, Tanaka R, Zeniya A, Matsumiya S, Kabata D, Koretsune Y · 第35回 日本産業衛生学会 全国協議会35th National Conference of the Japan Society for Occupational Health · 2025年11月2025
  7. 汎用的手術時間予測モデルの構築と手術室割り当て最適化への応用Development of a generalisable surgical case duration prediction model and its application to operating room scheduling optimization
    加葉田 大志朗, 伊藤 真理, Bai Xinyun, 陳 思楠, 古賀 聡人, 柚木 一馬Kabata D, Ito M, Bai Xinyun, Chen S, Koga A, Yunoki K · ヘルスデータサイエンス学会 第4回学術集会4th Annual Meeting of the Japan Society of Health Data Science · 2025年11月2025
  8. Evaluation of the Effect of Tetracycline and Fluoroquinolone Combination Therapy for Japanese Spotted Fever: A Comprehensive Analysis of Case Reports and Case Series．
    Kazuhiro Itoh, Daijiro Kabata, Hiroko Shigemi, Tomoya Hirota, Ippei Sakamaki, Hiroshi Tsutani, Yasuhiko Mitsuke, Hiromichi Iwasaki · The 20th Asia Pacific Congress of Clinical Microbiology and Infection · 2025年11月2025
  9. AI技術を用いた個人レベルの特定保健指導効果の推定アプリの構築Development of an application for estimating individual-level effects of specific health guidance using AI technology
    加葉田大志朗, 坂庭嶺人Kabata D, Sakaniwa R · 第84回 日本公衆衛生学会総会84th Annual Meeting of the Japanese Society of Public Health · 2025年10月2025
  10. A Mixed-Integer Programming Framework for Prediction-Based Operating Room Scheduling.
    Xinyun Bai, Mari Ito, Daijiro Kabata, Sinan Chen, Masaaki Suzuki, Tokito Koga, Kazuma Yunoki · Operations Research Society of Japan 2025 Fall Research Presentation & Symposium · 2025年9月2025
  11. X連鎖性低リン血症性くる病/骨軟化症患者における副甲状腺機能亢進症の合併率および腎機能障害との関連Prevalence of comorbid hyperparathyroidism and its association with renal dysfunction in patients with X-linked hypophosphatemic rickets/osteomalacia
    伊東伸朗, 道上敏美, 難波範行, 窪田拓生, 新谷歩, 加葉田大志, 石井遥, 福本誠二, 大薗恵一Ito N, Michigami T, Namba N, Kubota T, Shintani A, Kabata D, Ishii H, Fukumoto S, Ozono K · 第98回日本内分泌学会学術総会98th Annual Meeting of the Japan Endocrine Society · 2025年6月2025
  12. 血液透析患者におけるT50推算式の開発Development of an estimated T50 equation in hemodialysis patients
    上殿英記, 庄司哲雄, 加葉田大志朗, 仲谷慎也, 永田友貴, 藤井比佐子, 森岡与明, 森克仁, 繪本正憲Uedono H, Shoji T, Kabata D, Nakatani S, Nagata Y, Fujii H, Morioka T, Mori K, Emoto M · 第70回 日本透析医学会学術集会・総会70th Annual Meeting of the Japanese Society for Dialysis Therapy · 2025年5月2025
  13. X連鎖性低リン血症くる病小児患者における血圧と関連因子 ： SUNFLOWER縦断的観察研究のスナップショットデータのサブグループ解析Blood pressure and associated factors in pediatric patients with X-linked hypophosphatemic rickets: A subgroup analysis from the SUNFLOWER longitudinal observational study
    藤原香緒, 加葉田大志, 河合稜太, Hee Gyung Ka, 難波範行, 東, 伸朗, 谷, 福本誠二, 大薗恵一, 道上敏美Fujiwara K, Kabata D, Kawai R, Hee Gyung Ka, Namba N, Higashi, Noburo, Tani, Fukumoto S, Ozono K, Michigami T · 第60回 日本小児腎臓病学会学術集会60th Annual Meeting of the Japanese Society for Pediatric Nephrology · 2025年5月2025
  14. エビデンス構築に必要な統計学の知識Statistical knowledge required for evidence buildingInvited招待
    加葉田大志朗Kabata D · 第29回 日本徒手理学療法学術大会 教育講演29th Congress of the Japanese Society of Manual Physical Therapy, Educational Lecture · 2025年2月2025
  15. 臨床研究に必要な統計学の知識Statistical knowledge required for clinical researchInvited招待
    加葉田大志朗Kabata D · 第29回 日本徒手理学療法学術大会 プレセミナー29th Congress of the Japanese Society of Manual Physical Therapy, Pre-seminar · 2025年2月2025
  16. Individualized Treatment Effects Using a Flexible Bayesian Modeling ApproachInvited招待
    Daijiro Kabata, Nicholas C. Henderson, Ravi Varadhan · ICHPS 2025 · 2025年1月2025
  17. 観察研究で実施する効果検証Effect evaluation in observational studiesInvited招待
    加葉田大志朗Kabata D · 日本運動器理学療法学会 2024年度 第3回サテライトカンファレンスJapanese Society of Musculoskeletal Physical Therapy, 2024 3rd Satellite Conference · 2024年12月2024
  18. Analysis of baseline data from the SUNFLOWER longitudinal, observational cohort study: relationship between various complications and QOL
    Noriyuki Namba, Nobuaki Ito, Toshimi Michigami, Hee Gyung Kang, Takuo Kubota, Osamu Miyazaki, Ayumi Shintani, Daijiro Kabata, Yayoi Nishida, Seiji Fukumoto, Keiichi Ozono · The 62nd Annual ESPE Meeting 2024 · 2024年11月2024
  19. Disease Duration Differentially Affects the Clinical Efficacy of Biologics and JAK Inhibitors in Rheumatoid Arthritis: The ANSWER Cohort Study
    Yoichi Nakayama, Daijiro Kabata, Wataru Yamamoto, Hidehiko Makino, Koji Nagai, Naofumi Yoshida, Yonsu Son, Masaki Katayama, Hirotaka Yamada, Keisuke Nishimura, Ryota Hara, Ryu Watanabe, Yuki Etani, Kosuke Ebina, Hideo Onizawa, Takayuki Fujii, Akira Onishi, Kosaku Murakami, Koichi Murata, Masao Tanaka, Shuichi Matsuda, Akio Morinobu, Ayumi Shintani, Motomu Hashimoto · ACR Convergence 2024 · 2024年11月2024
  20. 臨床研究デザイン学習会Clinical Research Design WorkshopInvited招待
    加葉田大志朗Kabata D · 日本リハビリテーション医学会 臨床研究デザイン学習会Japanese Association of Rehabilitation Medicine, Clinical Research Design Workshop · 2024年8月2024
  21. 医療統計学～間違っているのは自分か分析か？～Medical statistics: Is it me or the analysis that is wrong?Invited招待
    加葉田大志朗Kabata D · 神戸学院大学大学院 総合リハ日テーション学研究科 特別公開講座Kobe Gakuin University, Graduate School of Rehabilitation, Special Public Lecture · 2023年9月2023
  22. 臨床研究デザイン学習会Clinical Research Design WorkshopInvited招待
    加葉田大志朗Kabata D · 日本リハビリテーション医学会 臨床研究デザイン学習会Japanese Association of Rehabilitation Medicine, Clinical Research Design Workshop · 2023年8月2023
  23. 外傷性凝固障害におけるアンチトロンビンの動態とDIC発症,予後との関係Dynamics of antithrombin in traumatic coagulopathy and its relationship with DIC onset and prognosis
    和田 剛志, 白石 淳, 丸藤 哲, 加葉田 大志朗, 山川 一馬, 藤島 清太郎, 齋藤 大蔵, 久志本 成樹, 小倉 裕司, 真弓 俊彦, 大友 康裕Wada T, Shiraishi A, Gando S, Kabata D, Yamakawa K, Fujishima S, Saito D, Kushimoto S, Ogura H, Mayumi T, Otomo Y · 第45回 日本血栓止血学会45th Annual Meeting of the Japanese Society on Thrombosis and Hemostasis · 2023年6月2023
  24. 胸腺からのT細胞産生減少は慢性腎臓病の進行を予測するDecreased T-cell production from the thymus predicts progression of chronic kidney disease
    飯尾健一郎, 加葉田大志朗, 飯尾麗, 芝元心一, 渡邊悠希, 森田将史, 今井洋輔, 畑中雅喜, 大森弘基, 猪阪善隆Iio K, Kabata D, Iio R, Shibamoto S, Watanabe Y, Morita M, Imai Y, Hatanaka M, Omori H, Isaka Y · 第23回 日本抗加齢医学会総会23rd Annual Meeting of the Japanese Society of Anti-Aging Medicine · 2023年6月2023
  25. L-ドパ含有製剤で治療開始した早期パーキンソン病患者における薬剤処方パターンの検証Verification of drug prescription patterns in early Parkinson's disease patients initiating treatment with L-DOPA-containing preparations
    栗崎玲一, 加葉田大志朗, 伊田寛之, 新居賢樹, 太田美穂子, 新谷歩, 古澤嘉彦Kurisaki R, Kabata D, Ida H, Nii K, Ota M, Shintani A, Furusawa Y · 第64回 日本神経学会学術大会64th Annual Meeting of the Japanese Society of Neurology · 2023年5月2023
  26. 医療疫学トレーニングコース上級編Medical Epidemiology Training Course: AdvancedInvited招待
    加葉田大志朗Kabata D · 2022年度 日本環境感染学会教育委員会主催 医療疫学トレーニングコースJapanese Society for Infection Prevention and Control, Medical Epidemiology Training Course, FY2022 · 2022年11月2022
  27. The background of XLH patients with burosumab treatment and its short-term effectiveness and safety of: Interim analysis of the SUNFLOWER study.
    Toshimi Michigami, Hee Gyung Kang, Noriyuki Namba, Nobuaki Ito, Takuo Kubota, Ayumi Shintani, Daijiro Kabata, Masanori Kanematsu, Yayoi Nishida, Seiji Fukumoto, Keiichi Ozono · APPES 2022 · 2022年10月2022
  28. 医療統計学Medical StatisticsInvited招待
    加葉田大志朗Kabata D · 日本成人矯正歯科学会認定医研修プログラムJapanese Association of Adult Orthodontics, Certified Practitioner Training Program · 2022年7月2022
  29. 医療統計Medical StatisticsInvited招待
    加葉田大志朗Kabata D · 日本成人矯正歯科学会認定医研修プログラムJapanese Association of Adult Orthodontics, Certified Practitioner Training Program · 2022年7月2022
  30. 胸腺機能低下は慢性腎臓病の進行を予測するThymic dysfunction predicts progression of chronic kidney disease
    飯尾健一郎, 加葉田大志朗, 飯尾麗, 芝元心一, 渡邊悠希, 森田将史, 今井洋輔, 畑中雅喜, 猪阪善隆Iio K, Kabata D, Iio R, Shibamoto S, Watanabe Y, Morita M, Imai Y, Hatanaka M, Isaka Y · 第65回 日本腎臓学会誌65th Annual Meeting of the Japanese Society of Nephrology · 2022年6月2022
  31. AIを用いた臨床研究は一般的な臨床研究とは別物なのか?Are AI-based clinical studies fundamentally different from conventional clinical studies?Invited招待
    加葉田大志朗Kabata D · 第2回 日本腎・血液浄化AI学会学術集会・総会2nd Annual Meeting of the Japanese Society of Renal and Blood Purification AI · 2022年6月2022
  32. 同種造血幹細胞移植における機械学習を用いた患者個別の最適移植法推奨戦略Machine learning-based personalized optimal transplant method recommendation strategy in allogeneic hematopoietic stem cell transplantation
    岡村浩史, 中前博久, 中前美佳, 加葉田大志朗, 吉田寿子, 新谷歩, 内田直之, 土岐典子, 福田隆浩, 小澤幸泰, 田中正嗣, 池亀和博, 衛藤徹也, 澤正史, 木村貴文, 諫田淳也, 熱田由子, 日野雅之Okamura H, Nakamae H, Nakamae M, Kabata D, Yoshida H, Shintani A, Uchida N, Toki N, Fukuda T, Ozawa Y, Tanaka M, Ikegame K, Eto T, Sawa M, Kimura T, Isada J, Atsuta Y, Hino M · 第44回 日本造血・免疫細胞療法学会総会44th Annual Meeting of the Japanese Society for Transplantation and Cellular Therapy · 2022年5月2022
  33. 腎機能とコレステロール合成・吸収との関連:CACHE研究CKD解析Association between renal function and cholesterol synthesis/absorption: CKD analysis of the CACHE study
    庄司哲雄, 秋山雄介, 藤井比佐子, 斯波真理子, 石橋豊, 石田達郎, 石垣泰, 加葉田大志朗, 木原康樹, 小谷和彦, 栗栖智, 増田大作, 的場哲哉, 松木恒太, 松村剛, 森健太, 中神朋子, 中里正光, 谷内颯樹, 上野浩晶, 山下静也, 吉田博, 吉田寿子Shoji T, Akiyama Y, Fujii H, Shiba M, Ishibashi Y, Ishida T, Ishigaki Y, Kabata D, Kihara Y, Kotani K, Kurisu S, Masuda D, Matoba T, Matsuki K, Matsumura T, Mori K, Nakagami T, Nakazato M, Taniuchi H, Ueno H, Yamashita S, Yoshida H, Yoshida H · 第34回 腎と脂質研究会34th Meeting of the Study Group on Kidney and Lipids · 2022年3月2022
  34. 統計ブートキャンプ＠オンラインStatistics Bootcamp OnlineInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative · 2022年2月2022
  35. 医療疫学トレーニングコース上級編Medical Epidemiology Training Course: AdvancedInvited招待
    加葉田大志朗Kabata D · 2021年度 日本環境感染学会教育委員会主催 医療疫学トレーニングコースJapanese Society for Infection Prevention and Control, Medical Epidemiology Training Course, FY2021 · 2021年10月2021
  36. 加齢に伴う肝切除術後感染リスクと感染病態の解明およびその対策Elucidation of age-related infection risk and pathology after hepatectomy and its countermeasures
    木下 正彦, 新川 寛二, 加葉田 大志朗, 竹村 茂一, 田中 肖吾, 天野 良亮, 木村 健二郎, 大平 豪, 西尾 康平, 久保 正二Kinoshita M, Shinkawa K, Kabata D, Takemura S, Tanaka S, Amano R, Kimura K, Ohira G, Nishio K, Kubo S · 第76回 日本消化器外科学会総会76th General Meeting of the Japanese Society of Gastroenterological Surgery · 2021年7月2021
  37. 統計ブートキャンプ@オンラインStatistics Bootcamp OnlineInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative · 2021年2月2021
  38. TMAとDICの併存~そのkey mediatorはトロンボモジュリンである~Coexistence of TMA and DIC: Thrombomodulin as the key mediator
    和田剛志, 丸藤哲, 山川一馬, 加葉田大志朗, 新谷歩, 小倉裕司, 梅村譲, 白石淳, 齋藤大蔵, 藤島清太郎, 真弓俊彦, 久志本成樹, 阿部智一, 椎野泰和, 中田孝明, 樽井武彦, 一二三亨, 岡本好司, 小谷譲治, 坂本雄一郎, 佐々木淳一, 白石振一郎, 田熊清継, 鶴田良介, 萩原章嘉, 増野智彦, 武山直志, 山下典雄, 池田弘人, 上山昌史, 藤見聡, 大友康裕Wada T, Gando S, Yamakawa K, Kabata D, Shintani A, Ogura H, Umemura Y, Shiraishi A, Saito D, Fujishima S, Mayumi T, Kushimoto S, Abe T, Shiino Y, Nakata T, Tarui T, Hifumi T, Okamoto K, Kotani J, Sakamoto Y, Sasaki J, Shiraishi S, Taguma K, Tsuruta R, Hagiwara A, Mashino T, Takeyama N, Yamashita N, Ikeda H, Ueyama M, Fujimi S, Otomo Y · 第48回 日本集中治療医学会学術集会48th Annual Meeting of the Japanese Society of Intensive Care Medicine · 2021年2月2021
  39. JAAM基準をベースにした抗凝固療法が有効性を示す患者集団の検討Evaluation of patient populations in which anticoagulation therapy based on JAAM criteria demonstrates efficacy
    和田剛志, 山川一馬, 丸藤哲, 加葉田大志朗, 新谷歩, 小倉裕司, 梅村譲, 白石淳, 齋藤大蔵, 藤島清太郎, 真弓俊彦, 久志本成樹, 阿部智一, 椎野泰和, 中田孝明, 樽井武彦, 一二三亨, 岡本好司, 小谷譲治, 坂本雄一郎, 佐々木淳一, 白石振一郎, 田熊清継, 鶴田良介, 萩原章嘉, 増野智彦, 武山直志, 山下典雄, 池田弘人, 上山昌史, 藤見聡, 大友康裕Wada T, Yamakawa K, Gando S, Kabata D, Shintani A, Ogura H, Umemura Y, Shiraishi A, Saito D, Fujishima S, Mayumi T, Kushimoto S, Abe T, Shiino Y, Nakata T, Tarui T, Hifumi T, Okamoto K, Kotani J, Sakamoto Y, Sasaki J, Shiraishi S, Taguma K, Tsuruta R, Hagiwara A, Mashino T, Takeyama N, Yamashita N, Ikeda H, Ueyama M, Fujimi S, Otomo Y · 第48回 日本集中治療医学会学術集会48th Annual Meeting of the Japanese Society of Intensive Care Medicine · 2021年2月2021
  40. 臨床研究におけるAIの役割The role of AI in clinical researchInvited招待
    加葉田大志朗Kabata D · Thrombocardiology Expert Meeting · 2020年12月2020
  41. 生体腎移植ドナー候補を対象とした新たなeGFR算出式の作成Development of a new eGFR equation for living kidney transplant donor candidates
    谷口歩, 今村亮一, 川村正隆, 中澤成晃, 加藤大悟, 阿部豊文, 山中和明, 岸川英史, 加葉田大志朗, 新谷歩, 野々村祝夫Taniguchi A, Imamura R, Kawamura M, Nakazawa N, Kato D, Abe T, Yamanaka K, Kishikawa H, Kabata D, Shintani A, Nonomura N · 第108回 日本泌尿器科学会総会108th Annual Meeting of the Japanese Urological Association · 2020年12月2020
  42. 統計コンサルで遭遇する難題～臨床感が解析に反映されるまで～Challenging problems in statistical consulting: Bridging clinical intuition and statistical analysisInvited招待
    加葉田大志朗Kabata D · 中外製薬 医療統計勉強会～リウマチ関連を中心に～Chugai Pharmaceutical, Medical Statistics Study Group: Focus on Rheumatology · 2020年11月2020
  43. 医療統計学Medical StatisticsInvited招待
    加葉田大志朗Kabata D · 日本成人矯正歯科学会 認定医研修プログラムJapanese Association of Adult Orthodontics, Certified Practitioner Training Program · 2020年9月2020
  44. 統計方法論~怖くない統計学と臨床研究~Statistical methodology: Statistics and clinical research made accessibleInvited招待
    加葉田大志朗Kabata D · 京都府理学療法士会 第１回・第２回研修会Kyoto Physical Therapists Association, 1st & 2nd Training Sessions · 2020年9月2020
  45. 臨床研究におけるAIの役割The role of AI in clinical researchInvited招待
    加葉田大志朗Kabata D · 第42回 日本血栓止血学会42nd Annual Meeting of the Japanese Society on Thrombosis and Hemostasis · 2020年6月2020
  46. Variable selection in double/debiased machine learning for causal inference: Anoutcome-adaptive Lasso approach
    加葉田 大志朗, 新谷 元嗣Kabata D, Shintani M · 2019年 関西計量経済学研究会Kansai Econometric Society Meeting, 2019 · 2020年1月2020
  47. 実践！医療統計セミナー５Practical Medical Statistics Seminar 5Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2020年1月2020
  48. 医療統計教室Medical Statistics WorkshopInvited招待
    加葉田大志朗Kabata D · データ利活用フェスティバルData Utilization Festival · 2020年1月2020
  49. 実践！医療統計セミナー４Practical Medical Statistics Seminar 4Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2019年12月2019
  50. 統計ブートキャンプ@大阪Statistics Bootcamp in OsakaInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative · 2019年12月2019
  51. 統計ブートキャンプ@東京Statistics Bootcamp in TokyoInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業研究者皆学習プロジェクトAMED Research Integrity Enhancement Project, Researchers' Learning Initiative · 2019年12月2019
  52. 実践で身につける医療統計Hands-on Medical StatisticsInvited招待
    加葉田大志朗Kabata D · Physio Study Kyoto 2019年第２１回研修会Physio Study Kyoto, 21st Training Session, 2019 · 2019年11月2019
  53. 実践！医療統計セミナー３Practical Medical Statistics Seminar 3Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2019年11月2019
  54. 腎移植患者のフレイルの関連因子についての検討Investigation of factors associated with frailty in kidney transplant patients
    香束昌宏, 内田潤次, 岩井友明, 長沼俊秀, 前田景子, 加葉田大志朗, 新谷歩, 仲谷達也Kozuka M, Uchida J, Iwai T, Naganuma T, Maeda K, Kabata D, Shintani A, Nakatani T · 第6回 日本サルコペニア・フレイル学会6th Annual Meeting of the Japanese Society of Sarcopenia and Frailty · 2019年11月2019
  55. 実践！医療統計セミナー２Practical Medical Statistics Seminar 2Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2019年9月2019
  56. 医療統計学勉強会Medical Statistics Study GroupInvited招待
    加葉田大志朗Kabata D · 近畿病歴管理セミナーKinki Medical Records Management Seminar · 2019年8月2019
  57. 実践！医療統計セミナー１Practical Medical Statistics Seminar 1Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2019年6月2019
  58. Clinical importance of trunk muscle mass for low back pain, spinal balance, and quality of life-a multicenter cross-sectional study.
    Hori Y., Hoshino M., Inage K., Miyagi M., Takahashi S., Ohyama S., Suzuki A., Tsujio T., Terai H., Dohzono S., Sasaoka R., Toyoda H., Kato M., Matsumura A., Namikawa T., Seki M., Yamada K., Habibi H., Salimi H., Yamashita M., Yamauchi T., Furuya T., Orita S., Maki S., Shiga Y., Inoue M., Inoue G., Fujimaki H., Murata K., Kawakubo A., Kabata D., Shintani A., Ohtori S., Takaso M., Nakamura H. · ISSLS 2019 · 2019年5月2019
  59. CKD患者におけるPTHと胸腺萎縮の関係Relationship between PTH and thymic atrophy in CKD patients
    飯尾健一郎, 加葉田大志朗, 飯尾麗, 星田義彦, 佐伯行彦, 新谷歩, 濱野高行, 猪阪義隆, 安東豊Iio K, Kabata D, Iio R, Hoshida Y, Saeki Y, Shintani A, Hamano T, Isaka Y, Ando Y · 第3回 日本CKDーMBD研究会学術集会・総会3rd Annual Meeting of the Japanese CKD-MBD Research Society · 2019年3月2019
  60. 無作為化比較試験における時系列データを用いた解析の有用性の検討Investigation of the usefulness of time-series data analysis in randomized controlled trials
    武田裕里子, 加葉田大志朗, 新谷歩Takeda Y, Kabata D, Shintani A · 日本薬学会 第139年会139th Annual Meeting of the Pharmaceutical Society of Japan · 2019年3月2019
  61. 実践で身につける統計学Hands-on StatisticsInvited招待
    加葉田大志朗Kabata D · Physio Study Kyoto 2018年第１６回研修会Physio Study Kyoto, 16th Training Session, 2018 · 2019年2月2019
  62. 実践！医療統計セミナー４Practical Medical Statistics Seminar 4Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2019年2月2019
  63. 統計ブートキャンプ@東京Statistics Bootcamp in TokyoInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業医系国際誌プロジェクトAMED Research Integrity Enhancement Project, International Medical Journal Initiative · 2019年2月2019
  64. 五角形角膜内皮細胞は年齢によって大きくなりにくいPentagonal corneal endothelial cells are less likely to enlarge with age
    部坂優子, 辻川元一, 加葉田大志朗, 新谷歩, 西田幸二Hesaka Y, Tsujikawa M, Kabata D, Shintani A, Nishida K · 第43回 日本角膜学会総会・日本角膜移植学会43rd Annual Meeting of the Japanese Corneal Society / Japanese Corneal Transplantation Society · 2019年2月2019
  65. コンタクトレンズドライアイ問診票J-CLDEQ-8の開発とその妥当性の検討Development and validity evaluation of the J-CLDEQ-8 contact lens dry eye questionnaire
    高静花, CHALMERS Robin, 加葉田大志朗, 新谷歩, 西田幸二Ko S, CHALMERS Robin, Kabata D, Shintani A, Nishida K · 第43回 日本角膜学会総会;日本角膜移植学会43rd Annual Meeting of the Japanese Corneal Society / Japanese Corneal Transplantation Society · 2019年2月2019
  66. 生体腎移植ドナーを対象とした新たなeGFR算出式の作成Development of a new eGFR equation for living kidney transplant donors
    中澤成晃, 川村正隆, 加藤大悟, 阿部豊文, 谷口歩, 山中和明, 吉田栄宏, 岸川英史, 西村憲二, 加葉田大志朗, 今村亮一, 新谷歩, 野々村祝夫Nakazawa N, Kawamura M, Kato D, Abe T, Taniguchi A, Yamanaka K, Yoshida E, Kishikawa H, Nishimura K, Kabata D, Imamura R, Shintani A, Nonomura N · 第52回 日本臨床腎移植学会52nd Annual Meeting of the Japanese Society for Clinical Renal Transplantation · 2019年2月2019
  67. 統計ブートキャンプStatistics BootcampInvited招待
    加葉田大志朗Kabata D · ひろしま麻酔科エキスパートセミナーHiroshima Anesthesiology Expert Seminar · 2019年1月2019
  68. 実践！医療統計セミナー３Practical Medical Statistics Seminar 3Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2018年12月2018
  69. 実践！医療統計セミナー２Practical Medical Statistics Seminar 2Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2018年9月2018
  70. 統計ブートキャンプ@大阪Statistics Bootcamp in OsakaInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業医系国際誌プロジェクトAMED Research Integrity Enhancement Project, International Medical Journal Initiative · 2018年8月2018
  71. 実践！医療統計セミナー１Practical Medical Statistics Seminar 1Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2018年6月2018
  72. 実践！医療統計セミナー５Practical Medical Statistics Seminar 5Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2018年4月2018
  73. 医療統計学Medical StatisticsInvited招待
    加葉田大志朗Kabata D · 日本成人矯正歯科学会 認定医研修Japanese Association of Adult Orthodontics, Certified Practitioner Training · 2018年4月2018
  74. 関節リウマチ患者において喫煙はTNF阻害剤の効果を減弱させる:TNFαと喫煙(AhR)シグナルのクロストークSmoking attenuates the efficacy of TNF inhibitors in rheumatoid arthritis patients: Crosstalk between TNFα and smoking (AhR) signaling
    葛谷憲太郎, 新居卓朗, 加葉田大志朗, 大島至郎, 松下正人, 辻聡一郎, 竹花泰雄, 松井利浩, 當間重人, 佐伯行彦Kuzuya K, Nii T, Kabata D, Oshima S, Matsushita M, Tsuji S, Takehana Y, Matsui T, Toma S, Saeki Y · 第115回 日本内科学会総会・講演会115th Annual Meeting of the Japanese Society of Internal Medicine · 2018年4月2018
  75. 実践！医療統計セミナー４Practical Medical Statistics Seminar 4Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2018年2月2018
  76. 腎移植の血管石灰化の問題Vascular calcification issues in kidney transplantation
    長沼俊秀, 武本佳昭, 香束昌宏, 内田潤次, 仲谷達也, 加葉田大志朗, 新谷歩Naganuma T, Takemoto Y, Kozuka M, Uchida J, Nakatani T, Kabata D, Shintani A · 第51回 日本臨床腎移植学会51st Annual Meeting of the Japanese Society for Clinical Renal Transplantation · 2018年2月2018
  77. 実践で身につける医療統計Hands-on Medical StatisticsInvited招待
    加葉田大志朗Kabata D · Physio Study Kyoto 2017年第１０回研修会Physio Study Kyoto, 10th Training Session, 2017 · 2018年1月2018
  78. 実践！医療統計セミナー３Practical Medical Statistics Seminar 3Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2017年12月2017
  79. 統計ブートキャンプ@東京Statistics Bootcamp in TokyoInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業医系国際誌プロジェクトAMED Research Integrity Enhancement Project, International Medical Journal Initiative · 2017年12月2017
  80. 統計ブートキャンプ@大阪Statistics Bootcamp in OsakaInvited招待
    加葉田大志朗, 新谷歩, 市川家國Kabata D, Shintani A, Ichikawa I · AMED研究公正⾼度化モデル開発⽀援事業医系国際誌プロジェクトAMED Research Integrity Enhancement Project, International Medical Journal Initiative · 2017年10月2017
  81. 医療従事者のための統計学Statistics for healthcare professionalsInvited招待
    加葉田大志朗Kabata D · 英ウィメンズクリニック教育講演会Hanabusa Women's Clinic Educational Lecture · 2017年10月2017
  82. 統計学Statistics
    加葉田大志朗Kabata D · Physio Study Kyoto 2017年第８回研修会Physio Study Kyoto, 8th Training Session, 2017 · 2017年9月2017
  83. 実践！医療統計セミナー２Practical Medical Statistics Seminar 2Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2017年9月2017
  84. 実践！医療統計セミナー１Practical Medical Statistics Seminar 1Invited招待
    加葉田大志朗Kabata D · NHO大阪南医療センター 特別講演会NHO Osaka Minami Medical Center, Special Lecture Series · 2017年7月2017
  85. コンセプト×実践で学ぶ統計学～統計学を臨床で活用しよう～Learning statistics through concepts and practice: Applying statistics in clinical settingsInvited招待
    加葉田大志朗Kabata D · 生殖補助医療技術者のためのリカレントセミナーRecurrent Seminar for Assisted Reproductive Technology Professionals · 2017年7月2017
  86. 医学研究における統計学Statistics in medical researchInvited招待
    加葉田大志朗Kabata D · 島田病院教育講演会Shimada Hospital Educational Lecture · 2017年3月2017
  87. 交互作用を含む観察データにおける傾向スコア解析手法による結果の差異Differences in results by propensity score analysis methods in observational data with interactions
    加葉田大志朗, 山本紘司, 新谷歩Kabata D, Yamamoto K, Shintani A · 科学研究費・基盤研究（A)「大規模複雑データの理論と方法論の総合的研究」シンポジウム「統計科学の現代的課題」KAKENHI Grant-in-Aid for Scientific Research (A) Symposium: Modern Issues in Statistical Science · 2017年1月2017
  88. 統計学StatisticsInvited招待
    加葉田大志朗Kabata D · Physio Study Kyoto 2016年第４回研修会Physio Study Kyoto, 4th Training Session, 2016 · 2016年12月2016
  89. 研究デザインについてOn research designInvited招待
    加葉田大志朗Kabata D · R3-united 12月研修会R3-united December Training Session · 2016年12月2016
  90. 統計学StatisticsInvited招待
    加葉田大志朗Kabata D · Physio Study Kyoto 2016年第１回研修会Physio Study Kyoto, 1st Training Session, 2016 · 2016年5月2016

Projects

  • KAIRO-DS: Kobe Academic Interdisciplinary Research Organization with Data Science

    KAIRO-DS website

    An interdisciplinary research organization hosted by the Center for Mathematical and Data Sciences (CMDS), Kobe University. Under the theme of "charting a course (KAIRO) across the sea of science with data science as the oar," it fosters cross-disciplinary research collaboration through regular meetups, shared educational resources, and university-wide research initiatives.

    神戸大学 数理・データサイエンスセンター（CMDS）が主催する学際的研究組織。「データサイエンスを櫂（かい）に、科学の海に航路（KAIRO）を拓く」をテーマに、定期的な交流会・共通教育リソースの共有・全学的な研究イニシアティブを通じて、分野横断的な研究連携を促進しています。

    View Project Page

  • Generalisable Prediction Model of Surgical Case Duration

    Surgical Case Duration Prediction app

    A generalisable model for predicting surgical case duration, developed across multiple centres and validated on future data. A Shiny application supports planning and communication.

    多施設で開発し将来データで検証した、手術症例の所要時間を予測する汎用モデル。計画立案とコミュニケーションを支援する Shiny アプリケーションを提供しています。

    Kabata D, Ito M, Koga T, Yunoki K. arXiv, 2025

    arXiv Shiny App

  • Introduction to Statistical Analysis with R for Medical Research医学研究のためのRによる統計解析入門

    医学研究のためのRによる統計解析入門 cover

    A hands-on textbook (Ohmsha, 2023) introducing widely-used statistical methods with R — descriptive statistics, hypothesis testing, and various regression models — that are common in medical and many other research fields, with runnable R code published on GitHub.

    加葉田大志朗 著 / オーム社 / 2023年。記述統計、仮説検定、各種回帰モデルなど、医学領域をはじめ広く活用される統計手法について、Rコードつきで解説しています。書籍内で用いるRコードはGitHubで公開しています。

    Publisher Amazon R Code (GitHub)

Teaching (21)

  • 2026 –
    神戸大学 DXリカレント教育事業 因果推論基礎Causal Inference Fundamentals, Kobe University DX Recurrent Education Program神戸大学Kobe University
  • 2026 –
    生物統計学IIBiostatistics II神戸大学 医学系研究科Graduate School of Medicine, Kobe University
  • 2026 –
    生物統計学IBiostatistics I神戸大学 医学系研究科Graduate School of Medicine, Kobe University
  • 2026 –
    データサイエンス概論AIntroduction to Data Science A神戸大学 全学共通Kobe University, General Education
  • 2025 –
    神戸大学 DXリカレント教育事業 実験科学のための統計学ハンズオンHands-on Statistics for Experimental Science (Kobe University DX Recurrent Education)神戸大学Kobe University
  • 2025 –
    神戸大学DXリカレント教育事業 データサイエンス・AI基礎Fundamentals of Data Science and AI (Kobe University DX Recurrent Education)神戸大学Kobe University
  • 2025 –
    データサイエンス基礎学Introduction to Data Science神戸大学 全学共通Kobe University, General Education
  • 2025–2025
    神戸データサイエンス操練所 統計的因果推論勉強会・応用編Kobe Data Science Training Center, Statistical Causal Inference Workshop (Advanced)神戸大学Kobe University
  • 2024 –
    実践データ科学演習APractical Data Science Exercise A神戸大学 工学系研究科Kobe University, Graduate School of Engineering
  • 2024–2024
    実践データ科学演習BPractical Data Science Exercise B神戸大学 工学系研究科Kobe University, Graduate School of Engineering
  • 2022 –
    臨床研究・医療統計オンラインセミナーClinical Research and Medical Statistics Online Seminar福井大学 医学部附属病院University of Fukui Hospital
  • 2022–2023
    特別講義A：医療統計学Special Lecture A: Medical Statistics大阪公立大学 リハビリテーション学研究科Osaka Metropolitan University, Graduate School of Rehabilitation Science
  • 2019 –
    統計と考え方Statistics and Reasoning近畿大学 農学部Kindai University, Faculty of Agriculture
  • 2019–2023
    メディカル・データ・サイエンス２Medical Data Science 2大阪公立大学（〜2022年 大阪市立大学）医学部Osaka Metropolitan University (formerly Osaka City University), Faculty of Medicine
  • 2018–2023
    メディカル・データ・サイエンス１Medical Data Science 1大阪公立大学（〜2022年 大阪市立大学）医学部Osaka Metropolitan University (formerly Osaka City University), Faculty of Medicine
  • 2018–2019
    市民講座 小中学生対象 府大・市大 小中学生サマーラボ「サイエンスサマープログラム データで遊ぼう」Public Lecture: Science Summer Lab for Students大阪市立大学Osaka City University
  • 2017–2023
    Rプログラミング 応用R Programming: Advanced大阪公立大学（〜2022年 大阪市立大学）医学研究科Osaka Metropolitan University (formerly Osaka City University), Graduate School of Medicine
  • 2017–2023
    Rプログラミング 基礎R Programming: Fundamentals大阪公立大学（〜2022年 大阪市立大学）医学研究科Osaka Metropolitan University (formerly Osaka City University), Graduate School of Medicine
  • 2017–2023
    医学統計学 応用Medical Statistics: Advanced大阪公立大学（〜2022年 大阪市立大学）医学研究科Osaka Metropolitan University (formerly Osaka City University), Graduate School of Medicine
  • 2017–2023
    医学統計学 基礎Medical Statistics: Fundamentals大阪公立大学（〜2022 大阪市立大学）医学研究科Osaka Metropolitan University (formerly Osaka City University), Graduate School of Medicine
  • 2017–2017
    メディカル・データ・サイエンスMedical Data Science大阪市立大学 医学部Osaka City University, Faculty of Medicine

Competitive Grants (17)

  • 2026–2029
    統計的因果探索の生存時間分析への橋渡しBridging statistical causal discovery to survival analysis日本学術振興会 科学研究費助成事業 基盤研究(C)（一般）JSPS KAKENHI, Grant-in-Aid for Scientific Research (C) (General)（代表） (PI)
  • 2026–2027
    生存時間を評価項目とする統計的因果推論における機械学習の活用Application of Machine Learning to Statistical Causal Inference with Time-to-Event Outcomes統計数理研究所 公募型共同利用 重点型研究 データ解析の妥当性と質を高める生存時間分析法の開発と利用Institute of Statistical Mathematics, Open Collaborative Research (Priority Research): Development and Application of Survival Analysis Methods to Improve the Validity and Quality of Data Analysis（代表） (PI)
  • 2026–2027
    統計的因果探索に基づく再雇用の規定因子の探索Exploration of determinants of reemployment based on statistical causal discovery神戸大学 学内・学外DX推進共同プロジェクトJoint Project for Promotion of DX Inside and Outside the University, Kobe University（代表） (PI)
  • 2026–2027
    公衆衛生介入における効果の異質性を目指した手法開発とデータベース研究への応用Development of methods aimed at heterogeneity of effects in public health interventions and their application to database research神戸大学 学内・学外DX推進共同プロジェクトJoint Project for Promotion of DX Inside and Outside the University, Kobe University（代表） (PI)
  • 2026–2027
    ベイズ機械学習による因果探索の生存時間分析への応用Application of Bayesian machine learning-based causal discovery to survival analysis上原記念生命科学財団 研究奨励金Uehara Memorial Foundation, Research Grant（代表） (PI)
  • 2025–2026
    グローバルな社会課題解析エンジン・プラットフォームの提供Development of a global social issue analysis engine and platform公益財団法人ひろしまベンチャー育成基金 第32回ひろしまベンチャー助成金Hiroshima Venture Development Fund, 32nd Hiroshima Venture Grant（代表） (PI)
  • 2025–2026
    ストレスチェックを活用した女性特有の健康課題の探索Exploring women-specific health issues using stress check data経産省 フェムテック等サポートサービス実証事業費補助金Ministry of Economy, Trade and Industry (METI), Subsidy for Demonstration Projects of FemTech and Related Support Services（分担） (Co-I)
  • 2025–2025
    SNS等を用いたイベント、施設の来場者のデータ分析Data analysis of event and facility visitors using social media神戸市経済観光局 So-I地域課題解決コースKobe City Economic Affairs and Tourism Bureau, So-I Regional Problem-Solving Course（代表） (PI)
  • 2024–2026
    医療データベースから最適な治療ルールを特定する新しい機械学習推定量の提案Proposal of novel machine learning estimators for identifying optimal treatment rules from medical databases日本学術振興会 海外特別研究員（内定後辞退）Japan Society for the Promotion of Science (JSPS), Postdoctoral Fellowship for Research Abroad (declined after offer)
  • 2023–2026
    機械学習選択の誤りに頑健な治療効果推定量の提案とリアルワールドデータへの応用Proposal of treatment effect estimators robust to machine learning model selection errors and application to real-world data日本学術振興会 科学研究費助成事業 若手研究JSPS KAKENHI, Grant-in-Aid for Early-Career Scientists（代表） (PI)
  • 2023–2023
    機械学習を用いた医療情報の利活用Utilization of medical information using machine learning大阪公立大学 大阪公立大学若手研究者海外チャレンジ事業Osaka Metropolitan University, Young Researcher Overseas Challenge Program（代表） (PI)
  • 2023–2023
    機械学習を用いた治療効果推定手法の開発と応用Development and application of treatment effect estimation methods using machine learning上原記念生命科学財団 リサーチフェローシップIUehara Memorial Foundation, Research Fellowship I（代表） (PI)
  • 2020–2023
    機械学習による自動的変数選択をもちいた新しい治療効果推定手法の提案Proposal of novel treatment effect estimation methods with automated variable selection using machine learning日本学術振興会 科学研究費助成事業 若手研究JSPS KAKENHI, Grant-in-Aid for Early-Career Scientists（代表） (PI)
  • 2020–2022
    医生命学系学会の学会員研究倫理素養の均てん化に向けた学修機会の提供Providing learning opportunities to equalize research ethics literacy among biomedical society membersAMED 研究公正高度化モデル開発支援事業AMED, Program for Developing Models to Advance Research Integrity（分担） (Co-I)
  • 2018–2019
    脳内出血症例の脳出血量における抗血栓薬の効果検証: 機械学習を用いた因果推論による評価Evaluation of antithrombotic drug effects on intracerebral hemorrhage volume: Assessment using causal inference with machine learning第一三共株式会社 第一三共奨学寄付プログラムDaiichi Sankyo Co., Ltd., Daiichi Sankyo Scholarship Donation Program（代表） (PI)
  • 2017–2020
    医系国際誌が規範とする研究の信頼性にかかる倫理教育プログラムEthics education program on research reliability standards for international medical journalsAMED 研究公正高度化モデル開発支援事業AMED, Program for Developing Models to Advance Research Integrity（分担） (Co-I)
  • 2014–2017
    看護研究に必要な統計解析の学習効果を向上させる統計解析ツールの開発と検証Development and evaluation of statistical analysis tools to enhance learning of statistical methods for nursing research日本学術振興会 科学研究費助成事業 基盤研究(C)JSPS KAKENHI, Grant-in-Aid for Scientific Research (C)（分担） (Co-I)

Awards & Honors (7)

  • 2026/2
    第9期Campsアクセラレーションプログラム「PANORAMA」最優秀賞Camps Acceleration Program 'PANORAMA' 9th Cohort — Grand Prize
  • 2025/12
    J-WEST CFO ピッチコンテスト 大賞J-WEST CFO Pitch Contest — Grand Prize
  • 2025/11
    第32回ひろしまベンチャー助成金 HIROSHIMA Venture Excellence AwardThe 32nd Hiroshima Venture Grant — HIROSHIMA Venture Excellence Award
  • 2025/10
    Urban Innovation Challenge HIROSHIMA 2025 特別賞Urban Innovation Challenge HIROSHIMA 2025 — Special Award
  • 2019/5
    The ISSLS Prize for Lumbar Spine Research 2019 – International Society for the Study of the Lumbar Spine
  • 2019/3
    大阪市立大学 医学部 Teacher of the Year 2018Osaka City University, Faculty of Medicine — Teacher of the Year 2018
  • 2015/3
    公益社団法人 日本理学療法士協会 学業優秀賞Japanese Physical Therapy Association — Academic Excellence Award

Academic Society Memberships (7)

  • 2025 –
    日本臨床試験学会Japanese Society of Clinical Trials and Research
  • 2025 –
    日本行動計量学会Behaviormetric Society of Japan
  • 2025 –
    ヘルスデータサイエンス学会Japan Society of Health Data Science
  • 2025 –
    日本疫学会Japan Epidemiological Association
  • 2025 –
    日本公衆衛生学会Japanese Society of Public Health
  • 2018 –
    International Biometric Society
  • 2018 –
    日本計量生物学会（実務試験統計家）Biometric Society of Japan (Certified Clinical Trial Statistician)

Contact

For inquiries about research collaborations or lecture invitations, please feel free to get in touch. 共同研究や講演のご依頼など、お気軽にご連絡ください。

Email: メール: daijiro.kabata[at]port.kobe-u.ac.jp

(Please replace [at] with @)（[at] を @ に置き換えてください）

CV (EN) CV (JP) researchmap Google Scholar ORCID Web of Science GitHub

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