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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
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  Data: <searchLink fieldCode="AU" term="%22Bangash+AH%22">Bangash AH</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22Mani+K%22">Mani K</searchLink>; Albert Einstein College of Medicine, Bronx, NY, USA.<br /><searchLink fieldCode="AU" term="%22Goldman+SN%22">Goldman SN</searchLink>; Albert Einstein College of Medicine, Bronx, NY, USA.<br /><searchLink fieldCode="AU" term="%22Fluss+R%22">Fluss R</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22Kirnaz+S%22">Kirnaz S</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22Eleswarapu+AS%22">Eleswarapu AS</searchLink>; Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.<br /><searchLink fieldCode="AU" term="%22Fourman+MS%22">Fourman MS</searchLink>; Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.<br /><searchLink fieldCode="AU" term="%22Gelfand+Y%22">Gelfand Y</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22Murthy+SG%22">Murthy SG</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22Yassari+R%22">Yassari R</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA.<br /><searchLink fieldCode="AU" term="%22De+la+Garza+Ramos+R%22">De la Garza Ramos R</searchLink>; Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Ave, Bronx, NY, 10467, USA. rdelag@montefiore.org.
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  Data: <searchLink fieldCode="JN" term="%227908181%22">Neurosurgical review</searchLink> [Neurosurg Rev] 2025 Sep 18; Vol. 48 (1), pp. 653. <i>Date of Electronic Publication: </i>2025 Sep 18.
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