Machine Learning-based Models for Outpatient Prescription of Kampo Formulations: An Analysis of a Health Insurance Claims Database-Reference-Cited by-同舟云学术

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Machine Learning-based Models for Outpatient Prescription of Kampo Formulations: An Analysis of a Health Insurance Claims Database

Published:2024-01-05 Issue:1 Volume:34 Page:8-15
ISSN:0917-5040
Container-title:Journal of Epidemiology
language:en
Short-container-title:Journal of Epidemiology

Author:

Yamana Hayato¹^ORCID,Okada Akira²^ORCID,Ono Sachiko³^ORCID,Michihata Nobuaki¹,Jo Taisuke¹,Yasunaga Hideo⁴

Affiliation:

1. Department of Health Services Research, Graduate School of Medicine, The University of Tokyo

2. Department of Prevention of Diabetes and Lifestyle-Related Diseases, Graduate School of Medicine, The University of Tokyo

3. Department of Eat-loss Medicine, Graduate School of Medicine, The University of Tokyo

4. Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo

Publisher

Japan Epidemiological Association

Subject

General Medicine,Epidemiology

Link

https://www.jstage.jst.go.jp/article/jea/34/1/34_JE20220089/_pdf

Reference15 articles.

1. 1. Watanabe K, Matsuura K, Gao P, et al. Traditional Japanese Kampo medicine: clinical research between modernity and traditional medicine-the state of research and methodological suggestions for the future. Evid Based Complement Alternat Med. 2011;2011:513842.

2. 2. Itoh T, Yamakawa J, Mai M, Yamaguchi N, Kanda T. The effect of the herbal medicine dai-kenchu-to on post-operative ileus. J Int Med Res. 2002;30:428–432.

3. 3. Horiuchi A, Nakayama Y, Tanaka N. Effect of traditional Japanese medicine, daikenchuto (TJ-100) in patients with chronic constipation. Gastroenterol Res. 2010;3:151–155.

4. 4. Mori K, Kondo T, Kamiyama Y, Kano Y, Tominaga K. Preventive effect of Kampo medicine (Hangeshashin-to) against irinotecan-induced diarrhea in advanced non-small-cell lung cancer. Cancer Chemother Pharmacol. 2003;51:403–406.

5. 5. Yasunaga H, Miyata H, Horiguchi H, Kuwabara K, Hashimoto H, Matsuda S. Effect of the Japanese herbal kampo medicine dai-kenchu-to on postoperative adhesive small bowel obstruction requiring long-tube decompression: a propensity score analysis. Evid Based Complement Alternat Med. 2011;2011:264289.

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1. A Study of Machine Learning Techniques for Predictive Analysis of Health Insurance;SSRN Electronic Journal;2024

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