Ability of Current Machine Learning Algorithms to Predict and Detect Hypoglycemia in Patients With Diabetes Mellitus: Meta-analysis

Satoru Kodama   ¹ , MD, PhD ;   Kazuya Fujihara   ² , MD, PhD ;   Haruka Shiozaki   ² , PhD ;   Chika Horikawa   ³ , RD, PhD, CDE ;   Mayuko Harada Yamada   ² , MD ;   Takaaki Sato   ² , MD, PhD ;   Yuta Yaguchi   ² , MD ;   Masahiko Yamamoto   ² , MD ;   Masaru Kitazawa   ² , MD ;   Midori Iwanaga   ² , MD ;   Yasuhiro Matsubayashi   ² , MD, PhD ;   Hirohito Sone   ² , MD, PhD, FACP

¹ Department of Prevention of Noncommunicable Diseases and Promotion of Health Checkup, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan

² Department of Hematology, Endocrinology and Metabolism, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan

³ Department of Health and Nutrition, Faculty of Human Life Studies, University of Niigata Prefecture, Niigata, Japan