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Open access Sep 2026

Clinical Course and Prognostic Factors of C5 Palsy after Cervical Spine Surgery.

This retrospective multicenter cohort study investigated recovery trajectories and prognostic factors after postoperative C5 palsy (C5P) following cervical spine surgery. Sixty-three patients from 11 institutions who developed new-onset or worsened deltoid and/or biceps weakness within two months postoperatively were a...

Kentaro Ago, Narihiro Nagoshi, Junichi Yamane et al. · 0 citations
Aug 2026

Deep Learning Versus LASSO-Based Machine Learning for 1-Year Survival After Surgery for Spinal Metastases: A JASA Multicenter Prospective Cohort Analysis.

STUDY DESIGN Multicenter prospective cohort study; secondary analysis. OBJECTIVE To evaluate predictors associated with 1-year survival after surgery for spinal metastases by comparing a comprehensive 50-variable deep learning (DL) model with a previously published 5-variable LASSO-based machine learning (ML) model a...

S. Ito, Hiroaki Nakashima, N. Segi et al. · 0 citations

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