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

Methods and New Tools in Mental Health Research (454) New Methods (944) Theoretical Frameworks and Concepts (252) mHealth for Treatment Adherence (398) Implantable Drug Delivery Systems, Ingestible Sensors and Digital Pills (15)

Published on in Vol 7, No 9 (2020): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21378, first published .
Detection of Behavioral Anomalies in Medication Adherence Patterns Among Patients With Serious Mental Illness Engaged With a Digital Medicine System

Detection of Behavioral Anomalies in Medication Adherence Patterns Among Patients With Serious Mental Illness Engaged With a Digital Medicine System

Detection of Behavioral Anomalies in Medication Adherence Patterns Among Patients With Serious Mental Illness Engaged With a Digital Medicine System

Authors of this article:

Jonathan Knights1 Author Orcid Image ;   Zahra Heidary1 Author Orcid Image ;   Jeffrey M Cochran1 Author Orcid Image
Article Authors Cited by (8) Tweetations (1) Metrics

Journals

  1. Cochran J, Heidary Z, Knights J. Characterization of activity behavior using a digital medicine system and comparison to medication ingestion in patients with serious mental illness. npj Digital Medicine 2021;4(1) View
  2. Kotlar M, Punt M, Radivojevic Z, Cvetanovic M, Milutinovic V. Novel Meta-Features for Automated Machine Learning Model Selection in Anomaly Detection. IEEE Access 2021;9:89675 View
  3. Courcelles E, Boissel J, Massol J, Klingmann I, Kahoul R, Hommel M, Pham E, Kulesza A. Solving the Evidence Interpretability Crisis in Health Technology Assessment: A Role for Mechanistic Models?. Frontiers in Medical Technology 2022;4 View
  4. Niu H, Omitaomu O, Langston M, Olama M, Ozmen O, Klasky H, Laurio A, Sauer B, Ward M, Nebeker J. Detecting anomalous sequences in electronic health records using higher-order tensor networks. Journal of Biomedical Informatics 2022;135:104219 View
  5. Chai P, Mohamed Y, Goodman G, Bustamante M, Sullivan M, Najarro J, Mendez L, Mayer K, Boyer E, O’Cleirigh C, Rosen R. Development of a digital pill and respondent behavioral intervention (PrEPSteps) for HIV pre-exposure prophylaxis adherence among stimulant using men who have sex with men. Translational Behavioral Medicine 2022;12(1) View
  6. Chai P, Mohamed Y, Bustamante M, Goodman G, Najarro J, Castillo-Mancilla J, Baez A, Bronzi O, Sullivan M, Pereira L, Baumgartner S, Carnes T, Mayer K, Rosen R, Boyer E, O'Cleirigh C. DigiPrEP: A Pilot Trial to Evaluate the Feasibility, Acceptability, and Accuracy of a Digital Pill System to Measure PrEP Adherence in Men Who Have Sex With Men Who Use Substances. JAIDS Journal of Acquired Immune Deficiency Syndromes 2022;89(2):e5 View
  7. Litvinova O, Klager E, Tzvetkov N, Kimberger O, Kletecka-Pulker M, Willschke H, Atanasov A. Digital Pills with Ingestible Sensors: Patent Landscape Analysis. Pharmaceuticals 2022;15(8):1025 View
  8. Victory L, Murrell D. The future of digital pills and their potential use in dermatological clinical trials. Journal of the European Academy of Dermatology and Venereology 2024 View