Neural Mixed Effects for Nonlinear Personalized Predictions

Author:

Wörtwein Torsten1ORCID,Allen Nicholas B.2ORCID,Sheeber Lisa B.3ORCID,Auerbach Randy P.4ORCID,Cohn Jeffrey F.5ORCID,Morency Louis-Philippe1ORCID

Affiliation:

1. Language Technologies Institute, Carnegie Mellon University, United States

2. Center for Digital Mental Health, University of Oregon, United States

3. Oregon Research Institute, United States

4. Department of Psychiatry, Columbia University, United States

5. Psychology, University of Pittsburgh, United States

Publisher

ACM

Reference57 articles.

1. Randy P Auerbach Ranqing Lan Hanga Galfalvy Kira lqueza Jeffrey F Cohn Ryan Crowley Katherine Durham Karla Joyce Lauren E Kahn Rahil Kamath Louis-Philippe Morency Giovanna Porta Apoorva Srinivasan Jamie Zelazny David A Brent and Nicholas B Allen. 2023. Intensive Longitudinal Assessment of Adolescents to Predict Suicidal Thoughts and Behaviors. Journal of the American Academy of Child and Adolescent Psychiatry (2023). Randy P Auerbach Ranqing Lan Hanga Galfalvy Kira lqueza Jeffrey F Cohn Ryan Crowley Katherine Durham Karla Joyce Lauren E Kahn Rahil Kamath Louis-Philippe Morency Giovanna Porta Apoorva Srinivasan Jamie Zelazny David A Brent and Nicholas B Allen. 2023. Intensive Longitudinal Assessment of Adolescents to Predict Suicidal Thoughts and Behaviors. Journal of the American Academy of Child and Adolescent Psychiatry (2023).

2. Randy  P Auerbach , Apoorva Srinivasan , Jaclyn  S Kirshenbaum , J John Mann , and Stewart  A Shankman . 2022. Geolocation features differentiate healthy from remitted depressed adults.Journal of psychopathology and clinical science 131, 4 ( 2022 ), 341. Randy P Auerbach, Apoorva Srinivasan, Jaclyn S Kirshenbaum, J John Mann, and Stewart A Shankman. 2022. Geolocation features differentiate healthy from remitted depressed adults.Journal of psychopathology and clinical science 131, 4 (2022), 341.

3. OpenFace 2.0: Facial Behavior Analysis Toolkit

4. Fitting Linear Mixed-Effects Models Usinglme4

5. Space-efficient inference in dynamic probabilistic networks;Binder John;Bclr,1997

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