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]

Authors

Prerna Chikersal

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Afsaneh Doryab

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Michael J. Tumminia

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Daniella K. Villalba

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Janine M. Dutcher

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Xinwen Liu

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Sheldon Cohen

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Kasey G. Creswell

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Jennifer Mankoff

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J. David Creswell

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Mayank Goel

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Anind K. Dey

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