European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society
A prediction model for postoperative respiratory failure in patients with traumatic cervical spinal cord injury using interpretable machine learning.
Miao Yu, Hui Xing, Tao Jiang, Chao Zhang, Xianjun Ren, Minghan Liu, Changqing Li
Published: 202510.1007/s00586-025-09549-7
Abstract
PURPOSE: Respiratory failure (RF) has been the primary cause of morbidity and mortality following trauma in patients with traumatic cervical spinal cord injury (TCSCI), often requiring assisted ventilation. This study aims to utilize interpretable ma…
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