Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods - Konan Hara; Akiko Kishi Svensson; Ryo Ikesu; Yuki Ito; Yasuki Kobayashi; Ung-il Chung; Thomas Svensson; Jun Tomio (PLOS ONE, 2021)
Keywords: Algorithms; Chronic Disease; Databases, Factual; Diabetes Mellitus; Dyslipidemias; Female; Humans; Hypertension; Insurance Claim Review; Machine Learning; Male; Medicine; Middle Aged; Neural Networks, Computer; Q; R; Retrospective Studies; Science; Support Vector Machine