Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone
Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone
Heejung Kim
1, 2
, GNP-BC, RN, PhD
;
SungHee Lee
3
, PhD
;
SangEun Lee
4
, PhD
;
Soyun Hong
2
, RN, MSN
;
HeeJae Kang
3
, BS
;
Namhee Kim
2
, RN, MPH
1
Mo-Im Kim Nursing Research Institute
,
Yonsei University
,
Seoul
,
KR
2
College of Nursing
,
Yonsei University
,
Seoul
,
KR
3
BRFrame Inc
,
Seoul
,
KR
4
Health-IT Acceleration Platform Technology Innovation Center
,
College of Medicine
,
Yonsei University Health System
,
Seoul
,
KR
Corresponding Author:
-
Heejung Kim, GNP-BC, RN, PhD
-
College of Nursing
-
Yonsei University
-
Room #603
-
50-1 Yonsei-ro, Seodaemun-gu
-
Seoul
-
KR
-
Phone:
82 2 2228 3273
-
Email: hkim80@yuhs.ac