Predicting recurrence of depression using lifelog data: an explanatory feasibility study with a panel VAR approach
Abstract Background Although depression has a high rate of recurrence, no prior studies have established a method that could identify the warning signs of its recurrence. Methods We collected digital data consisting of individual activity records such as location or mobility information (lifelog dat...
Main Authors: | Narimasa Kumagai, Aran Tajika, Akio Hasegawa, Nao Kawanishi, Masaru Horikoshi, Shinji Shimodera, Ken’ichi Kurata, Bun Chino, Toshi A. Furukawa |
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Format: | Article |
Language: | English |
Published: |
BMC
2019-12-01
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Series: | BMC Psychiatry |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12888-019-2382-2 |
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