Maki Shinzawa

Gradient boosting decision tree becomes more reliable than logistic regression in predicting probability for diabetes with big data

Hiroe Seto, Asuka Oyama, Shuji Kitora et al. · Scientific Reports · 2022 · 123 citations · Full text

Computing, Computer Science, Health Informatics +17

Sleep Quality and Sleep Duration with CKD are Associated with Progression to ESKD

Ryohei Yamamoto, Maki Shinzawa, Yoshitaka Isaka et al. · Clinical Journal of the American Society of Nephrology · 2018 · 96 citations · Full text

Medicine, Internal Medicine, Nephrology +17

Self-reported Sleep Duration and Prediction of Proteinuria: A Retrospective Cohort Study

Ryohei Yamamoto, Yasuyuki Nagasawa, Hirotsugu Iwatani et al. · American Journal of Kidney Diseases · 2011 · 95 citations

Medicine, Internal Medicine, Nephrology +13

Associations of Skipping Breakfast, Lunch, and Dinner with Weight Gain and Overweight/Obesity in University Students: A Retrospective Cohort Study

Ryohei Yamamoto, Ryohei Tomi, Maki Shinzawa et al. · Nutrients · 2021 · 74 citations · Full text

Public Health, Nutrition, Nutritional Sciences +13

Secondhand smoke and incidence of dental caries in deciduous teeth among children in Japan: population based retrospective cohort study

Shiro Tanaka, Maki Shinzawa, Hironobu Tokumasu et al. · BMJ · 2015 · 72 citations · Full text

Dentistry, Dental Public Health, Oral Health Sciences +17