Predictive Models on Psychosocial Profile, Fatigue and Sleep Quality

ConditionFibromyalgia
Trial statusNot yet recruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18-65
SponsorUniversity of Castilla-La Mancha

About this trial

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.

Eligibility criteria

Qualifiers

Age between 18 and 65 years.

Fullfilled the 2010 American Collegue of Rheumathology criteria for fibromyalgia.

Understanding of spoken and written Spanish.

Disqualifiers

Diagnosed psychiatric pathology.

Rheumatic pathology not medically controlled.

Neurological pathologies that make evaluations difficult.

Trial design

Treatments tested in this trial

  • Not listed

Trial groups

No trial groups listed

Sponsors and collaborators

University of Castilla-La Mancha

Lead sponsor

Tampere University

Collaborator

Andaluz Health Service

Collaborator