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Examining the Ability of Artificial Neural Networks Machine Learning Models to Accurately Predict Complications Following Posterior Lumbar Spine Fusion.
Kim, Jun S; Merrill, Robert K; Arvind, Varun; Kaji, Deepak; Pasik, Sara D; Nwachukwu, Chuma C; Vargas, Luilly; Osman, Nebiyu S; Oermann, Eric K; Caridi, John M; Cho, Samuel K.
Affiliation
  • Kim JS; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Merrill RK; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Arvind V; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Kaji D; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Pasik SD; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Nwachukwu CC; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Vargas L; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Osman NS; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Oermann EK; Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Caridi JM; Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY.
  • Cho SK; Department of Orthopedic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY.
Spine (Phila Pa 1976) ; 43(12): 853-860, 2018 06 15.
Article in En | MEDLINE | ID: mdl-29016439
Subject(s)
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Postoperative Complications / Spinal Fusion / Neural Networks, Computer / Machine Learning / Lumbar Vertebrae Type of study: Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Spine (Phila Pa 1976) Year: 2018 Document type: Article
Fulltext
Add to My VHL
Print
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Postoperative Complications / Spinal Fusion / Neural Networks, Computer / Machine Learning / Lumbar Vertebrae Type of study: Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Spine (Phila Pa 1976) Year: 2018 Document type: Article