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Michael V. Heinz
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Flattening the mental health curve: COVID-19 stay-at-home orders are associated with alterations in mental health search behavior in the United States
NC Jacobson, D Lekkas, G Price, MV Heinz, M Song, AJ O’Malley, ...
JMIR mental health 7 (6), e19347, 2020
232*2020
Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligence
MD Nemesure, MV Heinz, R Huang, NC Jacobson
Scientific reports 11 (1), 1980, 2021
1342021
Impact of online mental health screening tools on help-seeking, care receipt, and suicidal ideation and suicidal intent: Evidence from internet search behavior in a large US cohort
NC Jacobson, E Yom-Tov, D Lekkas, M Heinz, L Liu, PJ Barr
Journal of psychiatric research 145, 276-283, 2022
162022
Association of selective serotonin reuptake inhibitor use with abnormal physical movement patterns as detected using a piezoelectric accelerometer and deep learning in a …
MV Heinz, GD Price, F Ruan, RJ Klein, M Nemesure, A Lopez, ...
JAMA Network Open 5 (4), e225403-e225403, 2022
102022
An unsupervised machine learning approach using passive movement data to understand depression and schizophrenia
GD Price, MV Heinz, D Zhao, M Nemesure, F Ruan, NC Jacobson
Journal of affective disorders 316, 132-139, 2022
82022
Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major …
MD Nemesure, AC Collins, GD Price, TZ Griffin, A Pillai, S Nepal, ...
Journal of psychopathology and clinical science 133 (2), 155, 2024
72024
Technological advances in clinical assessment
MV Heinz, NX Thomas, ND Nguyen, TZ Griffin, NC Jacobson
Elsevier, 2022
72022
Testing domain knowledge and risk of bias of a large-scale general artificial intelligence model in mental health
MV Heinz, S Bhattacharya, B Trudeau, R Quist, SH Song, CM Lee, ...
Digital Health 9, 20552076231170499, 2023
52023
Predictive modeling approach to evaluate individual response to a physical activity digital intervention for subjects with major depressive disorder
MD Nemesure, MV Heinz, J McFadden, NC Jacobson
PsyArXiv, 2021
52021
Detecting major depressive disorder presence using passively-collected wearable movement data in a nationally-representative sample
GD Price, MV Heinz, AC Collins, NC Jacobson
Psychiatry research 332, 115693, 2024
42024
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones
A Pillai, SK Nepal, W Wang, M Nemesure, M Heinz, G Price, D Lekkas, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024
32024
Understanding urgency in radiology reporting: identifying associations between clinical findings in radiology reports and their prompt communication to referring physicians
X Meng, MV Heinz, CH Ganoe, RT Sieberg, YY Cheung, S Hassanpour
MEDINFO 2019: Health and Wellbeing e-Networks for All, 1546-1547, 2019
32019
Estimate of the incidence of PANDAS and PANS in 3 primary care populations
ER Wald, J Eickhoff, GE Flood, MV Heinz, D Liu, A Agrawal, RP Morse, ...
Frontiers in Pediatrics 11, 2023
22023
Digitally filling the access gap in mental health care: an investigation of the association between rurality and online engagement with validated self-report screens across the …
E Yom-Tov, D Lekkas, MV Heinz, T Nguyen, PJ Barr, NC Jacobson
Journal of psychiatric research 157, 112-118, 2023
22023
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images
S Nepal, A Pillai, W Wang, T Griffin, AC Collins, M Heinz, D Lekkas, ...
arXiv preprint arXiv:2402.16182, 2024
12024
Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment
AC Bryan, MV Heinz, AJ Salzhauer, GD Price, ML Tlachac, NC Jacobson
Biomedical Materials & Devices, 1-33, 2024
12024
Using digital phenotyping to capture depression symptom variability: detecting naturalistic variability in depression symptoms across one year using passively collected …
GD Price, MV Heinz, SH Song, MD Nemesure, NC Jacobson
Translational Psychiatry 13 (1), 381, 2023
12023
Mobile Communication Log Time Series to Detect Depressive Symptoms
ML Tlachac, M Reisch, M Heinz
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
Leveraging deep learning models to understand the daily experience of anxiety in teenagers over the course of a year
B Wang, MD Nemesure, C Park, GD Price, MV Heinz, NC Jacobson
Journal of Affective Disorders 329, 293-299, 2023
12023
Semantic signals in self-reference: The detection and prediction of depressive symptoms from the daily diary entries of a sample with major depressive disorder
AC Collins, D Lekkas, MD Nemesure, TZ Griffin, G Price, A Pillai, S Nepal, ...
PsyArXiv, 2023
12023
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