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Machine Learning-Based Predictive Model for Functional Independence in Spinal Cord Injury: Protocol for a Predictive Rule Development and Validation Study.

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Bibliographic Details
Title: Machine Learning-Based Predictive Model for Functional Independence in Spinal Cord Injury: Protocol for a Predictive Rule Development and Validation Study.
Authors: Perez-Sanpablo AI; Motion Analysis and Rehabilitation Engineering Lab, Instituto Nacional de Rehabilitación, Mexico City, Mexico., Rodriguez-Barragan MA; Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico-Xochimilco Av. 289, Mexico City, 14389, Mexico, 52 5559991000 ext 13410., Meneses-Peñaloza A; Pediatric Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico City, Mexico., Quinzaños-Fresnedo J; Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico-Xochimilco Av. 289, Mexico City, 14389, Mexico, 52 5559991000 ext 13410., Barrera-Ortiz A; Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico-Xochimilco Av. 289, Mexico City, 14389, Mexico, 52 5559991000 ext 13410., Palomino-Ramos FM; Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico-Xochimilco Av. 289, Mexico City, 14389, Mexico, 52 5559991000 ext 13410., Prado-Escobar O; Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico-Xochimilco Av. 289, Mexico City, 14389, Mexico, 52 5559991000 ext 13410., Rodríguez MD; Faculty of Engineering, Universidad Autónoma de Baja California, Mexicali, Baja California, Mexico., Lopez-Nava IH; Data Science and Machine Learning Lab, Centro de Investigación Científica y de Educación Superior de Ensenada (CICESE), Ensenada, Baja California, Mexico., Ambrosio-Bastian J; Universidad Tecnológica de México (UNITEC), Mexico City, Mexico.
Source: JMIR research protocols [JMIR Res Protoc] 2026 Jul 03; Vol. 15, pp. e95236. Date of Electronic Publication: 2026 Jul 03.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101599504 Publication Model: Electronic Cited Medium: Internet ISSN: 1929-0748 (Electronic) Linking ISSN: 19290748 NLM ISO Abbreviation: JMIR Res Protoc Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1929-0748
DOI:10.2196/95236