Functional outcome prediction after traumatic cervical spinal cord injury using ensemble machine learning: a three‑center validation study.

Traumatic cervical spinal cord injury (traumatic cervical spinal cord injury) often causes severe neurological dysfunction.

To develop an ensemble learning model integrating baseline clinical data, neurological assessments, and cervical MRI features to predict neurological recovery and functional outcomes at one year post‑injury in traumatic cervical spinal cord injury patients.