MichaelVincentHeinzMD

PubMed

• 3 citations
  Testing domain knowledge and risk of bias of a large-scale general artificial intelligence model in mental health.
  Michael V Heinz, Sukanya Bhattacharya, Brianna Trudeau, Rachel Quist, Seo Ho Song, Camilla M Lee, Nicholas C Jacobson> ;Digital Health. 2023 Apr 17
• 2 citations
  Understanding Urgency in Radiology Reporting: Identifying Associations Between Clinical Findings in Radiology Reports and Their Prompt Communication to Referring Physi...
  Xing Meng, Michael V Heinz, Craig H. Ganoe, Ryan T. Sieberg, Yvonne Y. Cheung, Saeed Hassanpour> ;Studies in Health Technology and Informatics. 2019 Aug 21
• Leveraging deep learning models to understand the daily experience of anxiety in teenagers over the course of a year.
  Brian Wang, Matthew D Nemesure, Chloe Park, George D Price, Michael V Heinz, Nicholas C Jacobson> ;Journal of Affective Disorders. 2023 May 15
• 1 citations
  Digitally filling the access gap in mental health care: An investigation of the association between rurality and online engagement with validated self-report screens a...
  Elad Yom-Tov, Damien Lekkas, Michael V Heinz, Theresa Nguyen, Paul J Barr, Nicholas C Jacobson> ;Journal of Psychiatric Research. 2023 Jan 1
• 3 citations
  An unsupervised machine learning approach using passive movement data to understand depression and schizophrenia.
  George D Price, Michael V Heinz, Daniel Zhao, Matthew Nemesure, Franklin Ruan, Nicholas C Jacobson> ;Journal of Affective Disorders. 2022 Nov 1
• Predicting symptom response and engagement in a digital intervention among individuals with schizophrenia and related psychoses.
  George D Price, Michael V Heinz, Matthew D Nemesure, Jason McFadden, Nicholas C Jacobson> ;Frontiers in Psychiatry. 2022 Jan 1
• 6 citations
  Association of Selective Serotonin Reuptake Inhibitor Use With Abnormal Physical Movement Patterns as Detected Using a Piezoelectric Accelerometer and Deep Learning in...
  Michael V Heinz, George D Price, Franklin Ruan, Robert J Klein, Matthew Nemesure, Aliza Lopez, Nicholas C Jacobson> ;JAMA Network Open. 2022 Apr 1
• 45 citations
  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, Nicholas C. Jacobson> ;Scientific Reports. 2021 Jan 21
• 11 citations
  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 la...
  Nicholas C. Jacobson, Elad Yom-Tov, Damien Lekkas, Michael V. Heinz, Lili Liu, Paul Barr> ;Journal of Psychiatric Research. 2020 Nov 9
• 99 citations
  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, Michael V. Heinz, Minkeun Song, A. James O'Malley, Paul Barr> ;JMIR Mental Health. 2020 Jun 1
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Journal Articles

• 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 la...  
  Jacobson, N.C., Yom-Tom, E., Lekkas, D., Heinz, M.V., Liu, L., Barr, P., Journal of Psychiatric Research, 1/2022

Books/Book Chapters

• Digital Mental Health - A Practitioner's Guide 
  Chapter: Passive Sensing and Generalized Anxiety Disorder. 
  Page 13 - 34Heinz, M.V., Price, G., Song, S., Bhattacharya, S. & Jacobson, N.C.Editors: I.C.Passos, F.D. Rabelo-da-Ponte, & F. Kapczinski.Springer Nature, Cham, Switzerland
• Comprehensive Clinical Psychology 
  Chapter: Technological Advances in Clinical Assessment. 
  Heinz, M.V., Thomas, N., Nguyen, N& Griffin, T& Jacobson, N.C.Editors: Asmundson GJG.ElsevierEdition 2,2022