Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development.

Hisashi Kurasawa Kayo Waki Akihiro Chiba Tomohisa Seki Katsuyoshi Hayashi Akinori Fujino Tsuneyuki Haga Takashi Noguchi Kazuhiko Ohe

Published in: JMIR bioinformatics and biotechnology (2022)

A TD risk score was developed for patients with diabetes by combining a machine-learned method with electronic medical records. The score calculation can be integrated into medical records to identify patients at high risk of TD, which would be useful in supporting diabetes care and preventing TD.

Keyphrases

machine learning
healthcare
deep learning
artificial intelligence
big data
neural network