⌘+K

Pulse Explore Communities Researchers Journals

Home Communities Explore

February 17, 2026Journal of Manual & Manipulative Therapy

Use of artificial intelligence and machine learning for the management of fibromyalgia: a scoping review

Ana Laura Clempi Almeida e Silva Victor Hugo Palhares Flávio Reis Antonieta Santos Andrade Lamoglia Chamberttan Souza Desidério C Renato M. Oliveira

View at Publisher

Ask AI

Bookmark

Share

Key Points

The research aims to explore the application of AI and ML in the diagnosis and management of fibromyalgia.
Conducted a scoping review of existing literature on AI and ML for fibromyalgia.
Evaluated current findings on diagnostic and treatment applications.
Identified gaps in multicenter studies and validation protocols.
AI and ML show significant potential in improving fibromyalgia management.
Current findings highlight promising approaches but require further validation.
Larger studies are necessary to establish clinical reliability.

Implication

Scoping review demonstrates AI and ML improve diagnosis and treatment in fibromyalgia, suggesting further validation is necessary.

Abstract

No abstract yet. The journal hasn't published one we can show.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Silva et al. (2026) studied this question.

synapsesocial.com/papers/6996a869ecb39a600b3ef194 https://doi.org/10.1080/10669817.2026.2630999

View at Publisher

Ask AI

Bookmark

Share

Keep reading

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Artificial Intelligence and Machine Learning Applications in Fibromuscular Dysplasia: Transforming Diagnosis, Risk Stratification, and Clinical Decision-Makingreview · 2026 · 1 citations
2Graph theory-based machine learning for automated fibromyalgia diagnosis using fMRI during an emotional taskOriginal Research · 2026
3Evidence-based approaches for the management of fibromyalgia syndrome: a scoping reviewSystematic Review · 2023 · 17 citations
4Applications of artificial intelligence and machine learning in the diagnosis and management of major depressive disorder: a systematic reviewSystematic Review · 2026 · 2 citations
5Mechanistic Insights into the Role of Artificial Intelligence and Machine Learning in the Diagnosis and Management of Multiple SclerosisHuman Clinical Trial · 2026 · 1 citations

Predicting Pharmacological Treatment Response in Migraine Using <scp>AI</scp> / <scp>ML</scp> : A Scoping Review of the Evidence and Future Directions2025
Predicting Pharmacological Treatment Response in Migraine Using <scp>AI</scp> / <scp>ML</scp> : A Scoping Review of the Evidence and Future Directions2025
Artificial intelligence and machine learning based predictive analytics in cervical myelopathy – a scoping review2026
Are We treating the pain or missing its source? Rethinking spinal screening and diagnostic precision in extremity painJournal of Manual & Manipulative Therapy · 2026
Do treatment parameters of dry needling influence its effect on pain? A systematic review and meta-analysisJournal of Manual & Manipulative Therapy · 2026

More from Journal of Manual & Manipulative Therapy

More from Universidade Federal do Triângulo Mineiro

More from Instituto Federal de Educação, Ciência e Tecnologia do Triângulo Mineiro