Predicting recurrence of depression using lifelog data: an explanatory feasibility study with a panel VAR approach.

Narimasa KumagaiAran TajikaAkio HasegawaNao KawanishiMasaru HorikoshiShinji ShimoderaKen'ichi KurataBun ChinoToshi A Furukawa

Published in: BMC psychiatry (2019)

The panel vector autoregressive approach can identify the warning signs of depression recurrence; however, the convenient sampling of the present cohort may limit the scope towards drawing a generalised conclusion.

Keyphrases

depressive symptoms
sleep quality
free survival
electronic health record
big data
deep learning