Accessibility settings

This paper is in the following e-collection/theme issue:

Non-Randomized Studies (funded, eHealth) (198) Clinical Informatics (2122) Methods and Feasibility Studies (698) Decision Support for Health Professionals (2107) Secondary Use of Clinical Data for Research and Surveillance (604) Machine Learning (3028) Spinal Cord Injury Rehabilitation (97) Applications of AI (833)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95236, first published .
Medical professionals analyze patient's nervous system data on a holographic display.

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

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

Authors of this article:

Alberto Isaac Perez-Sanpablo1 Author Orcid Image ;   Marlene Alejandra Rodriguez-Barragan2 Author Orcid Image ;   Alicia Meneses-Peñaloza3 Author Orcid Image ;   Jimena Quinzaños-Fresnedo2 Author Orcid Image ;   Aida Barrera-Ortiz2 Author Orcid Image ;   Fabiola Monserrat Palomino-Ramos2 Author Orcid Image ;   Oscar Prado-Escobar2 Author Orcid Image ;   Marcela D Rodríguez4 Author Orcid Image ;   Irvin Hussein Lopez-Nava5 Author Orcid Image ;   Jose Ambrosio-Bastian6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Alberto Isaac Perez-Sanpablo   1 * , PhD ;   Marlene Alejandra Rodriguez-Barragan   2 * , MD, MSc ;   Alicia Meneses-Peñaloza   3 * , MD, MSc ;   Jimena Quinzaños-Fresnedo   2 , MD, PhD ;   Aida Barrera-Ortiz   2 , MD ;   Fabiola Monserrat Palomino-Ramos   2 , MD ;   Oscar Prado-Escobar   2 , MD ;   Marcela D Rodríguez   4 , PhD ;   Irvin Hussein Lopez-Nava   5 , PhD ;   Jose Ambrosio-Bastian   6 , PhD

1 Motion Analysis and Rehabilitation Engineering Lab, Instituto Nacional de Rehabilitación, Mexico City, Mexico

2 Neurologic Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico City, Mexico

3 Pediatric Rehabilitation Division, Instituto Nacional de Rehabilitación, Mexico City, Mexico

4 Faculty of Engineering, Universidad Autónoma de Baja California, Mexicali, Baja California, Mexico

5 Data Science and Machine Learning Lab, Centro de Investigación Científica y de Educación Superior de Ensenada (CICESE), Ensenada, Baja California, Mexico

6 Universidad Tecnológica de México (UNITEC), Mexico City, Mexico

*these authors contributed equally

Corresponding Author: