This paper is in the following e-collection/theme issue:

Tutorial (78) New Methods (1134) Digital Biomarkers and Digital Phenotyping (284) Data Science (357) Mobile Health (mhealth) (3464) mHealth for Data Collection and Research (1196)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58502, first published .
Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial

Authors of this article:

James Burns1 Author Orcid Image ;   Kelly Chen1 Author Orcid Image ;   Matthew Flathers1 Author Orcid Image ;   Danielle Currey1, 2 Author Orcid Image ;   Natalia Macrynikola1 Author Orcid Image ;   Aditya Vaidyam1, 3 Author Orcid Image ;   Carsten Langholm1 Author Orcid Image ;   Ian Barnett4 Author Orcid Image ;   Andrew (Jin Soo) Byun1 Author Orcid Image ;   Erlend Lane1 Author Orcid Image ;   John Torous1 Author Orcid Image
Article Authors Cited by (7) Tweetations Metrics

Journals

  1. Calvert E, Cipriani M, Chen K, Dhima A, Burns J, Torous J. Evaluating clinical outcomes for anxiety and depression: A real-world comparison of the digital clinic and primary care. Journal of Affective Disorders 2025;377:275 View
  2. Heckler W, Feijó L, de Carvalho J, Barbosa J. Digital phenotyping for mental health based on data analytics: A systematic literature review. Artificial Intelligence in Medicine 2025;163:103094 View
  3. Linardon J, Torous J. Integrating Artificial Intelligence and Smartphone Technology to Enhance Personalized Assessment and Treatment for Eating Disorders. International Journal of Eating Disorders 2025;58(8):1415 View
  4. Calvert E, Hackett K, Torous J, Giovannetti T. Barriers and facilitators to usability of a smartphone-based digital mental health tool in older adults: Insights from a secondary analysis of mindLAMP. International Psychogeriatrics 2025:100123 View
  5. Flathers M, Xia W, Hau C, Nelson B, Cheong J, Burns J, Torous J. Interpreting psychiatric digital phenotyping data with large language models: a preliminary analysis. BMJ Mental Health 2025;28(1):e301817 View
  6. Chen K, Torous J, Cheong J. The Current State/ Trends in Digital Phenotyping for Mental Health Research and Care. Psychiatric Clinics of North America 2025 View
  7. Calvert E, Cipriani M, Dwyer B, Lisowski V, Mikkelson J, Chen K, Flathers M, Hau C, Xia W, Castillo J, Dhima A, Ryan S, Torous J. Social Media Detox and Youth Mental Health. JAMA Network Open 2025;8(11):e2545245 View