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Predicting Surgical Site Infection after Lumbar Laminectomy and Discectomy: A Cutting-edge Algorithmic Approach by Incorporating Ensembled Stacking into the Current State-of-the-art for Automated Machine Learning.

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Title: Predicting Surgical Site Infection after Lumbar Laminectomy and Discectomy: A Cutting-edge Algorithmic Approach by Incorporating Ensembled Stacking into the Current State-of-the-art for Automated Machine Learning.
Authors: Bangash AH; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., Mani K; Albert Einstein College of Medicine, Bronx, NY, USA., Goldman SN; Albert Einstein College of Medicine, Bronx, NY, USA., Fluss R; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., Kirnaz S; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., Eleswarapu AS; Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA., Fourman MS; Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA., Gelfand Y; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., Murthy SG; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., Yassari R; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA., De la Garza Ramos R; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA. rdelag@montefiore.org.
Source: Neurosurgical review [Neurosurg Rev] 2025 Sep 18; Vol. 48 (1), pp. 653. Date of Electronic Publication: 2025 Sep 18.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Springer Berlin Heidelberg Country of Publication: Germany NLM ID: 7908181 Publication Model: Electronic Cited Medium: Internet ISSN: 1437-2320 (Electronic) Linking ISSN: 03445607 NLM ISO Abbreviation: Neurosurg Rev Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1437-2320
DOI:10.1007/s10143-025-03766-w