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Advanced machine learning applications in fibromyalgia to assess the relationship between 3D spinal alignment with clinical outcomes.

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Title: Advanced machine learning applications in fibromyalgia to assess the relationship between 3D spinal alignment with clinical outcomes.
Authors: Moustafa IM; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Neuromusculoskeletal Rehabilitation Research Group, RIMHS-Research Institute of Medical and Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Faculty of Physical Therapy, Cairo University, Giza, 12613, Egypt., Khowailed IA; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates., Zadeh SAM; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Neuromusculoskeletal Rehabilitation Research Group, RIMHS-Research Institute of Medical and Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates., Ozsahin DU; Department of Medical Diagnostic Imaging, College of Health Science, University of Sharjah, Sharjah, United Arab Emirates.; Operational Research Centre in Healthcare, Near East University, TRNC Mersin 10, Nicosia, 99138, Turkey.; Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates., Mustapha MT; Operational Research Centre in Healthcare, Near East University, TRNC Mersin 10, Nicosia, 99138, Turkey.; Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.; Department of Biomedical Engineering, Near East University, Mersin 10, Nicosia, Turkey., Oakley PA; Private Practice, Newmarket, ON, L3Y 8Y8, Canada.; Kinesiology and Health Science, York University, Toronto, ON, M3J 1P3, Canada., Harrison DE; CBP Nonprofit (a Spine Research Foundation), Eagle, ID, 83616, USA. drdeedharrison@gmail.com.
Source: Scientific reports [Sci Rep] 2025 Jul 02; Vol. 15 (1), pp. 22804. Date of Electronic Publication: 2025 Jul 02.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Moustafa+IM%22">Moustafa IM</searchLink>; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Neuromusculoskeletal Rehabilitation Research Group, RIMHS-Research Institute of Medical and Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Faculty of Physical Therapy, Cairo University, Giza, 12613, Egypt.<br /><searchLink fieldCode="AU" term="%22Khowailed+IA%22">Khowailed IA</searchLink>; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Zadeh+SAM%22">Zadeh SAM</searchLink>; Department of Physiotherapy, College of Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.; Neuromusculoskeletal Rehabilitation Research Group, RIMHS-Research Institute of Medical and Health Sciences, University of Sharjah, 27272, Sharjah, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Ozsahin+DU%22">Ozsahin DU</searchLink>; Department of Medical Diagnostic Imaging, College of Health Science, University of Sharjah, Sharjah, United Arab Emirates.; Operational Research Centre in Healthcare, Near East University, TRNC Mersin 10, Nicosia, 99138, Turkey.; Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.<br /><searchLink fieldCode="AU" term="%22Mustapha+MT%22">Mustapha MT</searchLink>; Operational Research Centre in Healthcare, Near East University, TRNC Mersin 10, Nicosia, 99138, Turkey.; Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.; Department of Biomedical Engineering, Near East University, Mersin 10, Nicosia, Turkey.<br /><searchLink fieldCode="AU" term="%22Oakley+PA%22">Oakley PA</searchLink>; Private Practice, Newmarket, ON, L3Y 8Y8, Canada.; Kinesiology and Health Science, York University, Toronto, ON, M3J 1P3, Canada.<br /><searchLink fieldCode="AU" term="%22Harrison+DE%22">Harrison DE</searchLink>; CBP Nonprofit (a Spine Research Foundation), Eagle, ID, 83616, USA. drdeedharrison@gmail.com.
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              Text: 2025 Jul 02
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