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

Formative Evaluation of Digital Health Interventions (2847) Machine Learning (1761) AI Language Models in Health Care (112) Natural Language Processing (806)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67835, first published .
Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

Authors of this article:

Ruvini Sanjeewa1 Author Orcid Image ;   Ravi Iyer1 Author Orcid Image ;   Pragalathan Apputhurai1 Author Orcid Image ;   Nilmini Wickramasinghe2 Author Orcid Image ;   Denny Meyer1 Author Orcid Image
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