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

Machine Learning (1952) Advanced Data Analytics in eHealth (191) Decision Support for Health Professionals (1460) Clinical Information and Decision Making (1802) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1994) Methods and New Tools in Mental Health Research (533) Innovations in Mental Health Systems (464) Artificial Intelligence (1983)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64617, first published .
An Interpretable Model With Probabilistic Integrated Scoring for Mental Health Treatment Prediction: Design Study

An Interpretable Model With Probabilistic Integrated Scoring for Mental Health Treatment Prediction: Design Study

An Interpretable Model With Probabilistic Integrated Scoring for Mental Health Treatment Prediction: Design Study

Authors of this article:

Anthony Kelly1, 2 Author Orcid Image ;   Esben Kjems Jensen3 Author Orcid Image ;   Eoin Martino Grua1 Author Orcid Image ;   Kim Mathiasen4, 5 Author Orcid Image ;   Pepijn Van de Ven1, 2 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Anthony Kelly   1, 2 , PhD ;   Esben Kjems Jensen   3 , MSc ;   Eoin Martino Grua   1 , PhD ;   Kim Mathiasen   4, 5 , PhD ;   Pepijn Van de Ven   1, 2 , PhD

1 Department of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland

2 Health Research Institute, University of Limerick, Limerick, Ireland

3 Center for Digital Psykiatri, Forskningsenhed, Denmark

4 Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark

5 Department of Clinical Research, University of Southern Denmark, Odense, Denmark

Corresponding Author:

  • Anthony Kelly, PhD
  • Department of Electronic and Computer Engineering
  • University of Limerick
  • Castletroy
  • Limerick V94 T9PX
  • Ireland
  • Phone: 353 087545973
  • Email: anthony.kelly@ul.ie