Publications

ML Tlachac, Michael V. Heinz, M.D., Miranda Reisch, Samuel S. Ogden (2024). Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.

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Anastasia C. Bryan, Michael V. Heinz, M.D., Abigail J. Salzhauer, George D. Price, M. L. Tlachac, Nicholas C. Jacobson (2024). Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment. Biomedical Materials & Devices.

George D. Price, Michael V. Heinz, M.D., Amanda C. Collins, Nicholas C. Jacobson (2024). Detecting major depressive disorder presence using passively-collected wearable movement data in a nationally-representative sample. Psychiatry Research.

George D. Price, Michael v. Heinz, Seo Ho Song, Matthew D. Nemesure, Nicholas C. Jacobson (2023). Using digital phenotyping to capture depression symptom variability: detecting naturalistic variability in depression symptoms across one year using passively collected wearable movement and sleep data. Translational Psychiatry.

Ellen R Wald, Jens Eickhoff, Grace E Flood, Michael v Heinz, Daniel Liu, Alisha Agrawal, Richard P Morse, Veronica M Raney, Aravindhan Veerapandiyan, Juliette C Madan (2023). Estimate of the incidence of PANDAS and PANS in 3 primary care populations.. Frontiers in Pediatrics.

Michael V. Heinz, M.D., Price GD, Ruan F, Klein RJ, Nemesure M, Lopez A, Jacobson NC (2022). Association of Selective Serotonin Reuptake Inhibitor Use With Abnormal Physical Movement Patterns as Detected Using a Piezoelectric Accelerometer and Deep Learning in a Nationally Representative Sample of Noninstitutionalized Persons in the US. JAMA Network Open, 5(4).

Nicholas C. Jacobson, Damien Lekkas, George Price, Michael V. Heinz, M.D., Minkeun Song, A James O'Malley, Paul J. Barr (2020). Flattening the mental health curve: COVID-19 stay-at-home orders are associated with alterations in mental health search behavior in the United States. Journal of Source Themes, 1(1).

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ML Tlachac,, Miranda Reisch, Michael V. Heinz, M.D. (2013). Mobile Communication Log Time Series to Detect Depressive Symptoms . In ICW.

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Pillai, Arvind, Nepal, Subigya Kumar, Wang, Weichen, Nemesure, Matthew, Michael V. Heinz, M.D., Price, George, Lekkas, Damien, Collins, Amanda C., Griffin, Tess, Buck, Benjamin, Preum, Sarah Masud, Cohen, Trevor, Jacobson, Nicholas C., Ben-Zeev, Dror, Campbell, Andrew (0001). Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones.