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February 19, 2026Journal of Manual & Manipulative Therapy0 citations

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

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ASAna Laura Clempi Almeida e SilvaVRVictor Hugo Palhares Flávio ReisALAntonieta Santos Andrade Lamoglia

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.

Abstract

AI and ML offer promising tools to overcome longstanding limitations in FM diagnosis and treatment. While current findings demonstrate significant potential, larger, multicenter studies with rigorous validation protocols are essential to finally establish these approaches as clinically reliable solutions.

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Cite This Study

Silva et al. (2026) studied this question.

synapsesocial.com/papers/6996a869ecb39a600b3ef194https://doi.org/10.1080/10669817.2026.2630999
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