Predicting weekly instability in depressive symptoms among individuals diagnosed with Major Depressive Disorder using deep learning and passively-collected movement data.

Langener AM, Price GD, Haddox D, Heinz MV, Mackin DM, Nemesure MD, Collins AC, Lekkas D, Griffin TZ, Pillai A, Nepal S, Campbell AT, Jacobson NC

Open source

DOI
10.1016/j.jadr.2026.101102
Published
2026 Jul
Container
Journal of affective disorders reports
Publisher
Not recorded
Open access
yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1016/j.jadr.2026.101102,
  title = {Predicting weekly instability in depressive symptoms among individuals diagnosed with Major Depressive Disorder using deep learning and passively-collected movement data.},
  author = {Langener AM and Price GD and Haddox D and Heinz MV and Mackin DM and Nemesure MD and Collins AC and Lekkas D and Griffin TZ and Pillai A and Nepal S and Campbell AT and Jacobson NC},
  year = {2026},
  journal = {Journal of affective disorders reports},
  doi = {10.1016/j.jadr.2026.101102},
  url = {https://doi.org/10.1016/j.jadr.2026.101102}
}

RIS

TY  - JOUR
TI  - Predicting weekly instability in depressive symptoms among individuals diagnosed with Major Depressive Disorder using deep learning and passively-collected movement data.
AU  - Langener AM
AU  - Price GD
AU  - Haddox D
AU  - Heinz MV
AU  - Mackin DM
AU  - Nemesure MD
AU  - Collins AC
AU  - Lekkas D
AU  - Griffin TZ
AU  - Pillai A
AU  - Nepal S
AU  - Campbell AT
AU  - Jacobson NC
PY  - 2026
JO  - Journal of affective disorders reports
DO  - 10.1016/j.jadr.2026.101102
UR  - https://doi.org/10.1016/j.jadr.2026.101102
ER  - 

APA

AM, L., GD, P., D, H., MV, H., DM, M., MD, N., AC, C., D, L., TZ, G., A, P., S, N., AT, C., & NC, J. (2026). Predicting weekly instability in depressive symptoms among individuals diagnosed with Major Depressive Disorder using deep learning and passively-collected movement data.. Journal of affective disorders reports. https://doi.org/10.1016/j.jadr.2026.101102

Source records