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

Reviews in Digital Mental Health (227) Machine Learning (1388) Artificial Intelligence (1204) Tools, Programs and Algorithms (243) Methods and New Tools in Mental Health Research (425)

Published on in Vol 8, No 10 (2021): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22651, first published .
Use of Automated Thematic Annotations for Small Data Sets in a Psychotherapeutic Context: Systematic Review of Machine Learning Algorithms

Use of Automated Thematic Annotations for Small Data Sets in a Psychotherapeutic Context: Systematic Review of Machine Learning Algorithms

Use of Automated Thematic Annotations for Small Data Sets in a Psychotherapeutic Context: Systematic Review of Machine Learning Algorithms

Authors of this article:

Alexandre Hudon1, 2 Author Orcid Image ;   Mélissa Beaudoin1, 2 Author Orcid Image ;   Kingsada Phraxayavong3 Author Orcid Image ;   Laura Dellazizzo1, 2 Author Orcid Image ;   Stéphane Potvin1, 2 Author Orcid Image ;   Alexandre Dumais1, 2, 3, 4 Author Orcid Image
Article Authors Cited by (6) Tweetations (4) Metrics

Journals

  1. Hudon A, Beaudoin M, Phraxayavong K, Dellazizzo L, Potvin S, Dumais A. Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach. Health Informatics Journal 2022;28(4):146045822211424 View
  2. Luo L, You W, DelBello M, Gong Q, Li F. Recent advances in psychoradiology. Physics in Medicine & Biology 2022;67(23):23TR01 View
  3. Hudon A, Phraxayavong K, Potvin S, Dumais A. Comparing the Performance of Machine Learning Algorithms in the Automatic Classification of Psychotherapeutic Interactions in Avatar Therapy. Machine Learning and Knowledge Extraction 2023;5(3):1119 View
  4. Hudon A, Aird M, La Haye-Caty N. Deciphering the Mosaic of Therapeutic Potential: A Scoping Review of Neural Network Applications in Psychotherapy Enhancements. BioMedInformatics 2023;3(4):1101 View
  5. Hudon A, Phraxayavong K, Potvin S, Dumais A. Ensemble Methods to Optimize Automated Text Classification in Avatar Therapy. BioMedInformatics 2024;4(1):423 View