Enhancing preoperative risk stratification: an interpretable machine learning model for ICU admission in spinal metastasis surgery
Year: 2025
Type: article
Language: en
Topic: Management of metastatic bone disease
Authors and affiliations:
raw_author_name: Hanbin Zhang
raw_affiliation_strings: Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Juan Zhang
raw_affiliation_strings: Department of Nephrology, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Bin Zhang
raw_affiliation_strings: Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Xuyong Cao
raw_affiliation_strings: Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Yuncen Cao
raw_affiliation_strings: Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Haikuan Yu
raw_affiliation_strings: Department of Orthopedic Surgery, National Clinical Research Center for Orthopedics, Sports Medicine & Rehabilitation, Beijing, China
Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Xiongwei Zhao
raw_affiliation_strings: Department of Orthopedic Surgery, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Mingxing Lei
raw_affiliation_strings: Department of Nursing, The First Medical Center of Chinese PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, Hainan Hospital of PLA General Hospital, Sanya, China
Department of Orthopedic Surgery, National Clinical Research Center for Orthopedics, Sports Medicine & Rehabilitation, Beijing, China
raw_author_name: Desheng Li
raw_affiliation_strings: Department of Neurosurgery, Senior Department of Neurosurgery, The First Medical Center of PLA General Hospital, Beijing, China
Department of Neurosurgery, The Fifth Medical Center of PLA General Hospital, Beijing, China
raw_author_name: Bing Wu
raw_affiliation_strings: Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
raw_author_name: Yaosheng Liu
raw_affiliation_strings: Department of Orthopedic Surgery, National Clinical Research Center for Orthopedics, Sports Medicine & Rehabilitation, Beijing, China
Department of Orthopedic Surgery, Senior Department of Orthopedics, The Fourth Medical Center of PLA General Hospital, Beijing, China
Department of Orthopedic Surgery, The Fifth Medical Center of PLA General Hospital, Beijing, China