Published on in Vol 6, No 5 (2022): May
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/37736, first published
.
![A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessment): Prospective Observational Study A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessment): Prospective Observational Study](https://asset.jmir.pub/assets/b3219d7afe55f9cd2b20356917bdcf0d.png 480w,https://asset.jmir.pub/assets/b3219d7afe55f9cd2b20356917bdcf0d.png 960w,https://asset.jmir.pub/assets/b3219d7afe55f9cd2b20356917bdcf0d.png 1920w,https://asset.jmir.pub/assets/b3219d7afe55f9cd2b20356917bdcf0d.png 2500w)
1 Research, Behavidence Inc, New York, NY, United States
2 Data Science, Behavidence Inc, New York, NY, United States