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FUSE-ML: development and external validation of a clinical prediction model for mid-term outcomes after lumbar spinal fusion for degenerative disease.
Staartjes, Victor E; Stumpo, Vittorio; Ricciardi, Luca; Maldaner, Nicolai; Eversdijk, Hubert A J; Vieli, Moira; Ciobanu-Caraus, Olga; Raco, Antonino; Miscusi, Massimo; Perna, Andrea; Proietti, Luca; Lofrese, Giorgio; Dughiero, Michele; Cultrera, Francesco; Nicassio, Nicola; An, Seong Bae; Ha, Yoon; Amelot, Aymeric; Alcobendas, Irene; Viñuela-Prieto, Jose M; Gandía-González, Maria L; Girod, Pierre-Pascal; Lener, Sara; Kögl, Nikolaus; Abramovic, Anto; Safa, Nico Akhavan; Laux, Christoph J; Farshad, Mazda; O'Riordan, Dave; Loibl, Markus; Mannion, Anne F; Scerrati, Alba; Molliqaj, Granit; Tessitore, Enrico; Schröder, Marc L; Vandertop, W Peter; Stienen, Martin N; Regli, Luca; Serra, Carlo.
Affiliation
  • Staartjes VE; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland. victoregon.staartjes@usz.ch.
  • Stumpo V; Amsterdam UMC, Neurosurgery, Amsterdam Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands. victoregon.staartjes@usz.ch.
  • Ricciardi L; Department of Neurosurgery, Bergman Clinics Amsterdam, Amsterdam, The Netherlands. victoregon.staartjes@usz.ch.
  • Maldaner N; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
  • Eversdijk HAJ; Department of NESMOS, Azienda Ospedaliera Universitaria Sant'Andrea, Sapienza University, Rome, Italy.
  • Vieli M; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
  • Ciobanu-Caraus O; Department of Neurosurgery, Bergman Clinics Amsterdam, Amsterdam, The Netherlands.
  • Raco A; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
  • Miscusi M; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
  • Perna A; Department of NESMOS, Azienda Ospedaliera Universitaria Sant'Andrea, Sapienza University, Rome, Italy.
  • Proietti L; Department of NESMOS, Azienda Ospedaliera Universitaria Sant'Andrea, Sapienza University, Rome, Italy.
  • Lofrese G; Department of Aging, Neurological, Orthopedic and Head-Neck Sciences, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy.
  • Dughiero M; Department of Geriatrics and Orthopedics, Sacred Heart Catholic University, Rome, Italy.
  • Cultrera F; Department of Aging, Neurological, Orthopedic and Head-Neck Sciences, IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy.
  • Nicassio N; Department of Geriatrics and Orthopedics, Sacred Heart Catholic University, Rome, Italy.
  • An SB; Neurosurgery Division, Department of Neurosciences, "M.Bufalini" Hospital, Cesena, Italy.
  • Ha Y; Neurosurgery Division, Department of Neurosciences, "M.Bufalini" Hospital, Cesena, Italy.
  • Amelot A; Neurosurgery Division, Department of Neurosciences, "M.Bufalini" Hospital, Cesena, Italy.
  • Alcobendas I; Neurosurgery Division, Department of Neurosciences, "M.Bufalini" Hospital, Cesena, Italy.
  • Viñuela-Prieto JM; Department of Neurosurgery, Spine and Spinal Cord Institute, Severance Hospital, College of Medicine, Yonsei University, Seoul, Korea.
  • Gandía-González ML; Department of Neurosurgery, Spine and Spinal Cord Institute, Severance Hospital, College of Medicine, Yonsei University, Seoul, Korea.
  • Girod PP; Department of Neurosurgery, La Pitié Salpétrière Hospital, Paris, France.
  • Lener S; Neurosurgical Spine Department, University Hospital of Tours, Tours, France.
  • Kögl N; Department of Neurosurgery, Hospital Universitario La Paz, Madrid, Spain.
  • Abramovic A; Department of Neurosurgery, Hospital Universitario La Paz, Madrid, Spain.
  • Safa NA; Department of Neurosurgery, Hospital Universitario La Paz, Madrid, Spain.
  • Laux CJ; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria.
  • Farshad M; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria.
  • O'Riordan D; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria.
  • Loibl M; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria.
  • Mannion AF; University Spine Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
  • Scerrati A; University Spine Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
  • Molliqaj G; University Spine Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
  • Tessitore E; Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Zurich, Switzerland.
  • Schröder ML; Department of Spine Surgery, Schulthess Klinik, Zurich, Switzerland.
  • Vandertop WP; Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Zurich, Switzerland.
  • Stienen MN; Department of Neurosurgery, Policlinico Universitario di Ferrara, Ferrara, Italy.
  • Regli L; Department of Neurosurgery, HUG Geneva University Hospital, Geneva, Switzerland.
  • Serra C; Department of Neurosurgery, HUG Geneva University Hospital, Geneva, Switzerland.
Eur Spine J ; 31(10): 2629-2638, 2022 10.
Article in En | MEDLINE | ID: mdl-35188587
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Spinal Fusion Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Eur Spine J Journal subject: ORTOPEDIA Year: 2022 Document type: Article Affiliation country: Switzerland Country of publication: Germany
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Spinal Fusion Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Eur Spine J Journal subject: ORTOPEDIA Year: 2022 Document type: Article Affiliation country: Switzerland Country of publication: Germany