Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study

Jason Nan, Suzanna Purpura, Satish Jaiswal, Houtan Afshar, Vojislav Maric, James K. Manchanda, Charles T. Taylor, Dhakshin Ramanathan, Jyoti Mishra

Open source

DOI
10.1038/s44277-026-00062-3
Published
2026-05-19
Container
NPP—Digital Psychiatry and Neuroscience
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s44277-026-00062-3,
  title = {Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study},
  author = {Jason Nan and Suzanna Purpura and Satish Jaiswal and Houtan Afshar and Vojislav Maric and James K. Manchanda and Charles T. Taylor and Dhakshin Ramanathan and Jyoti Mishra},
  year = {2026},
  journal = {NPP—Digital Psychiatry and Neuroscience},
  doi = {10.1038/s44277-026-00062-3},
  url = {https://doi.org/10.1038/s44277-026-00062-3}
}

RIS

TY  - JOUR
TI  - Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study
AU  - Jason Nan
AU  - Suzanna Purpura
AU  - Satish Jaiswal
AU  - Houtan Afshar
AU  - Vojislav Maric
AU  - James K. Manchanda
AU  - Charles T. Taylor
AU  - Dhakshin Ramanathan
AU  - Jyoti Mishra
PY  - 2026
JO  - NPP—Digital Psychiatry and Neuroscience
DO  - 10.1038/s44277-026-00062-3
UR  - https://doi.org/10.1038/s44277-026-00062-3
ER  - 

APA

Nan, J., Purpura, S., Jaiswal, S., Afshar, H., Maric, V., Manchanda, J. K., Taylor, C. T., Ramanathan, D., & Mishra, J. (2026). Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study. NPP—Digital Psychiatry and Neuroscience. https://doi.org/10.1038/s44277-026-00062-3

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