Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection

Prerna Chikersal, Afsaneh Doryab, Michael J. Tumminia, Daniella K. Villalba, Janine M. Dutcher, Xinwen Liu, Sheldon Cohen, Kasey G. Creswell, Jennifer Mankoff, J. David Creswell, Mayank Goel, Anind K. Dey. Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection. ACM Transactions on Computer-Human Interaction, 28(1), 2021. [doi]

@article{ChikersalDTVDLC21,
  title = {Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection},
  author = {Prerna Chikersal and Afsaneh Doryab and Michael J. Tumminia and Daniella K. Villalba and Janine M. Dutcher and Xinwen Liu and Sheldon Cohen and Kasey G. Creswell and Jennifer Mankoff and J. David Creswell and Mayank Goel and Anind K. Dey},
  year = {2021},
  doi = {10.1145/3422821},
  url = {https://doi.org/10.1145/3422821},
  researchr = {https://researchr.org/publication/ChikersalDTVDLC21},
  cites = {0},
  citedby = {0},
  journal = {ACM Transactions on Computer-Human Interaction},
  volume = {28},
  number = {1},
}