Evaluating machine learning algorithms for prediction of treatment response for sleep disturbances in patients with schizophrenia: A post-hoc analysis from a randomized controlled trial
Machine learning models are an emerging trend in clinical research and should be translated into clinical practice. The logistic regression model predicted responders with 90% accuracy.
Authors
- Archana Mishra (ORCID: https://orcid.org/0000-0001-8837-299X)
- Monalisa Jena (ORCID: https://orcid.org/0000-0001-6244-2988)
- Rituparna Maiti (ORCID: https://orcid.org/0000-0003-4063-9178)
- Anand Srinivasan (ORCID: https://orcid.org/0000-0002-0663-0922)
Institutions
- All India Institute of Medical Sciences Bhubaneswar (IN)
Publication Details
- Journal
- Psychiatria Danubina
- Published
- 2025-05-15
- DOI
- https://doi.org/10.24869/psyd.2025.46
- Citations
- 2
- Primary Topic
- Sleep and related disorders
- Type
- article
- Field-Weighted Citation Impact
- 4.24