2018 - 2020 Anomaly detection of drug-adverse events from large-scale database: data-driven analysis with machine learning
Papers (114):
Mitsuhiro Shikamura, Atsushi Takayama, Masato Takeuchi, Koji Kawakami. Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors and dipeptidyl peptidase-4 inhibitors in improvement of fatty liver index in patients with type 2 diabetes mellitus and metabolic dysfunction-associated steatotic liver disease: A retrospective nationwide claims database study in Japan. Diabetes, obesity & metabolism. 2024. 26. 8. 3099-3109
Yunlong Zheng, Toshiki Fukasawa, Soichiro Masuda, Masato Takeuchi, Koji Kawakami. Narcolepsy and risk of traumatic injury: a population-based matched cohort study. Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. 2024
Takayuki Okura, Sachiko Tanaka-Mizuno, Masanobu Ishii, Masato Takeuchi, Koji Kawakami. Association Between Asian Dust Exposure and Pneumonia Hospitalization in Western Japan: A Case-Crossover Study. Asia-Pacific journal of public health. 2024. 10105395241260978-10105395241260978
Hao Liu, Toshiki Fukasawa, Takayuki Anno, Masato Takeuchi, Sho Shimazaki, Tao Yang, Koji Kawakami. Incidence, Prevalence, and Treatment of Moyamoya Disease in Japan: A Population-based Descriptive Study. Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association. 2024. 107770-107770
Takanori Yanai, Satomi Yoshida, Masato Takeuchi, Chihiro Kawakami, Koji Kawakami, Shuichi Ito. Association between maternal heavy metal exposure and Kawasaki Disease, the Japan Environment and Children's Study (JECS). Scientific reports. 2024. 14. 1. 9947-9947
Random forests quantile classifier, a novel proposal to account for imbalanced data sets in the prediction model development: a feasibility study using retrospective registry data of Kawasaki disease in Japan
(ICPE 2022)