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

eHealth Literacy / Digital Literacy (591) Infodemiology and Infoveillance (1616) Information Quality in Digital Media (423) Diabetes Education and Elearning for Patients (170) Machine Learning (2308)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/56080, first published .
Woman in athletic wear using smartphone on yoga mat outdoors

Promoting Health Literacy With Human-in-the-Loop Video Understandability Classification of YouTube Videos: Development and Evaluation Study

Promoting Health Literacy With Human-in-the-Loop Video Understandability Classification of YouTube Videos: Development and Evaluation Study

Authors of this article:

Xiao Liu1 Author Orcid Image ;   Anjana Susarla2 Author Orcid Image ;   Rema Padman3 Author Orcid Image
Article Authors Cited by (3) Tweetations (2) Metrics

Journals

  1. Impito P, Azevedo J. Assessing video-based health education in African contexts: a systematic review. Frontiers in Communication 2025;10 View
  2. Abdalla M, Saad M, Abazia D, Advani A, Alhammad A, Bernknopf A, Bitra V, Blommel M, Conn K, Goldwire M, Gosser R, Iso T, Johnson S, Kier K, Kostrzewa A, Majerczyk D, Munir F, Phillips J, Segovia M, Sibbesen J, Sehman M, Sommer C, Stark J, Thornby K. Responsible Use of Artificial Intelligence in Health Care: Evidence, Challenges, and Best Practices: An Opinion of the Drug Information Practice and Research Network of the American College of Clinical Pharmacy. JACCP: JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2025;8(12):1333 View
  3. Dean L, Padley M, Pham H, Finedore M, Vu A, Sargent J, Skovira C, Kolacki C, Ouellette L, Judge B, Riley B, Jones J. Assessing the Quality of YouTube Videos About Cannabinoid Hyperemesis Syndrome. Cureus 2026 View