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

Heart Failure Self-Management (213) mHealth for Treatment Adherence (620) Cardiac Disease Management (199) Cardiac Self-Management (181) Chatbots and Conversational Agents (1182)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55846, first published .
Hands holding smartphone showing medication reminder app with pills and pill organizer

MARIA (Medical Assistance and Rehabilitation Intelligent Agent) for Medication Adherence in Patients With Heart Failure: Empirical Results From a Wizard of Oz Systematic Conversational Agent Design Clinical Protocol

MARIA (Medical Assistance and Rehabilitation Intelligent Agent) for Medication Adherence in Patients With Heart Failure: Empirical Results From a Wizard of Oz Systematic Conversational Agent Design Clinical Protocol

Authors of this article:

Nik Nailah Abdullah1 Author Orcid Image ;   Jia Tang2 Author Orcid Image ;   Hemad Fetrati3 Author Orcid Image ;   Nor Fadhilah Binti Kaukiah4 Author Orcid Image ;   Sahrin Bin Saharudin4 Author Orcid Image ;   Vee Sim Yong4 Author Orcid Image ;   Chia How Yen4, 5 Author Orcid Image
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Journals

  1. Mayer C, Swysen T, Kurz T, Stephan T, Geisel D, Doll E, Mahal N, Lerch S, Sailer S, Schaaf C, Merz C, Wüstenberg T, Ehrenthal J, Walter S, Mahal J, Ditzen B. Perceptions of simulated artificial intelligence in medical consultations: associations with stress, memory, and perceived credibility. npj Digital Medicine 2026;9(1) View
  2. Yoo Y, Kim M, Kim S, Lee G, Kim J. Investigating the mobile messenger app-based intervention delivered by a therapeutic companion agent for young adults with depressive symptoms: A proof-of-concept and quasi-experimental study. DIGITAL HEALTH 2026;12 View
  3. Clement J, Ren Y, Curley S. Increasing System Transparency About Medical AI Recommendations May Not Improve Clinical Experts’ Decision Quality. SSRN Electronic Journal 2021 View

Conference Proceedings

  1. Hu J, Yao X, Huang Z, Liang D, Yang D, Liu D, Li J, Zhang Y, Ma X. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. From Human Pragmatic Language Skills to Conversational Agent Design: A Systematic Review of Transfer Strategies View