Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development
Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development
Hisashi Kurasawa
1
*
, PhD
;
Kayo Waki
2
*
, MPH, MD, PhD
;
Akihiro Chiba
1, 3
, PhD
;
Tomohisa Seki
2
, MD, PhD
;
Katsuyoshi Hayashi
1
, PhD
;
Akinori Fujino
1
, PhD
;
Tsuneyuki Haga
1, 4
, PhD
;
Takashi Noguchi
5
, MD, PhD
;
Kazuhiko Ohe
2
, MD, PhD
1
Nippon Telegraph and Telephone Corporation
,
Tokyo
,
JP
2
Department of Healthcare Information Management
,
The University of Tokyo Hospital
,
Tokyo
,
JP
3
NTT DOCOMO, INC
,
Tokyo
,
JP
4
NTT-AT IPS Corporation
,
Kanagawa
,
JP
5
National Center for Child Health and Development
,
Tokyo
,
JP
*these authors contributed equally