Risk Factors and an Interpretable Machine Learning Model for Predicting Spinal Epidural Lipomatosis: A Multicenter Study.

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Title: Risk Factors and an Interpretable Machine Learning Model for Predicting Spinal Epidural Lipomatosis: A Multicenter Study.
Authors: Cao D; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; The First Clinical College of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Chen X; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; Department of Orthopedics, Jinchang People's Hospital, Gansu, China., Li X; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Zhang X; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; The First Clinical College of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Gu W; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; The First Clinical College of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Tian Y; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; The First Clinical College of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Yang Y; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.; The First Clinical College of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Zhu X; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China., Zhang H; Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Ningxia Hui Autonomous Region, Yinchuan City, China., Ma H; Department of Orthopedics, The Third People's Hospital of Yinchuan City, Ningxia Hui Autonomous Region, Yinchuan City, China., Zhao H; Department of Spinal Orthopedics, Qinghai University Affiliated Hospital, Xining City, Qinghai Province, China., Yuan H; Department of Spinal Orthopedics, General Hospital of Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan City, China.
Source: Spine [Spine (Phila Pa 1976)] 2026 Apr 15; Vol. 51 (8), pp. E193-E206. Date of Electronic Publication: 2026 Jan 12.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 7610646 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1159 (Electronic) Linking ISSN: 03622436 NLM ISO Abbreviation: Spine (Phila Pa 1976) Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1528-1159
DOI:10.1097/BRS.0000000000005614