Predictive Models on Psychosocial Profile, Fatigue and Sleep Quality

The primary goal of this research project is to develop different prediction models in fibromyalgia disease through the application of machine learning techniques and to assess the explainability of the results. As specific objective the research project intends to evaluate the influence of psychosocial variables, fatigue, and sleep quality on the prediction of disease severity in patients with fibromyalgia using an artificial intelligence-based model.

NCT Number	NCT07424534
Lead Sponsor	University of Castilla-La Mancha Collaborators: Tampere University, Andaluz Health Service
Conditions	Fibromyalgia
Enrollment	150 participants
Start Date	2026-02-24
Primary Completion	2026-11-30 (estimated)
Study Completion	2026-11-30 (estimated)
Updated on ClinicalTrials.gov	2026-03-05