Machine Learning Approach to Decision Making for Insulin Initiation in Japanese Patients With Type 2 Diabetes (JDDM 58): Model Development and Validation Study

Kazuya Fujihara   ¹ , MD, PhD ;   Yasuhiro Matsubayashi   ¹ , MD, PhD ;   Mayuko Harada Yamada   ¹ , MD, PhD ;   Masahiko Yamamoto   ¹ , MD, PhD ;   Toshihiro Iizuka   ² , MSc ;   Kosuke Miyamura   ² , MSc ;   Yoshinori Hasegawa   ² , LLB ;   Hiroshi Maegawa   ³ , MD, PhD ;   Satoru Kodama   ¹ , MD, PhD ;   Tatsuya Yamazaki   ⁴ , PhD ;   Hirohito Sone   ¹ , MD, PhD, FACP

¹ Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan

² NTT Comware Corporation, Tokyo, Japan

³ Department of Internal Medicine, Shiga University of Medical Science, Shiga, Japan

⁴ Faculty of Engineering, Niigata University, Niigata, Japan