Michael V. Heinz

Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligence

Matthew D. Nemesure, Michael V. Heinz, Raphael Huang et al. · Scientific Reports · 2021 · 219 citations · Full text

Computing, Health Informatics, Psychiatry +17

Flattening the Mental Health Curve: COVID-19 Stay-at-Home Orders Are Associated With Alterations in Mental Health Search Behavior in the United States

Nicholas C. Jacobson, Damien Lekkas, George Price et al. · JMIR Mental Health · 2020 · 203 citations · Full text

Health Professions, Psychiatry, Behavioral Epidemiology +14

Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder.

Matthew D. Nemesure, Amanda C Collins, George Price et al. · Journal of Psychopathology and Clinical Science · 2024 · 49 citations · Full text

Social Sciences, Psychiatry, Psychology +17

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

George Price, Michael V. Heinz, Seo Ho Song et al. · Translational Psychiatry · 2023 · 40 citations · Full text

Computing, Psychiatry, Feature Engineering +16

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 U.S. cohort

Nicholas C. Jacobson, Elad Yom‐Tov, Damien Lekkas et al. · Journal of Psychiatric Research · 2020 · 37 citations · Full text

Medicine, Psychiatry, Psychology +15