FUSE-ML: development and external validation of a clinical prediction model for mid-term outcomes after lumbar spinal fusion for degenerative disease

• V.E. Staartjes,
• V. Stumpo,
• L. Ricciardi,
• N. Maldaner,
• H.A.J. Eversdijk,
• M. Vieli,
• O. Ciobanu-Caraus,
• A. Raco,
• M. Miscusi,
• A. Perna,
• L. Proietti,
• G. Lofrese,
• M. Dughiero,
• F. Cultrera,
• N. Nicassio,
• S.B. An,
• Y. Ha,
• A. Amelot,
• I. Alcobendas,
• J.M. Viñuela-Prieto,
• M.L. Gandía-González,
• P.-P. Girod,
• S. Lener,
• N. Kögl,
• A. Abramovic,
• N.A. Safa,
• C.J. Laux,
• M. Farshad,
• D. O'Riordan,
• M. Loibl,
• A.F. Mannion,
• A. Scerrati,
• G. Molliqaj,
• E. Tessitore,
• M.L. Schröder,
• W.P. Vandertop,
• M.N. Stienen,
• L. Regli,
• C. Serra

Affiliations

V.E. Staartjes

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland; Amsterdam UMC, Neurosurgery, Amsterdam Movement Sciences, Amsterdam, Netherlands; Bergman Clinics Amsterdam, Department of Neurosurgery, Amsterdam, Netherlands

V. Stumpo

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland

L. Ricciardi

Sapienza University, Azienda Ospedaliera Universitaria Sant' Andrea, Department of NESMOS, Rome, Italy

N. Maldaner

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland

H.A.J. Eversdijk

Bergman Clinics Amsterdam, Department of Neurosurgery, Amsterdam, Netherlands

M. Vieli

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland

O. Ciobanu-Caraus

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland

A. Raco

Sapienza University, Azienda Ospedaliera Universitaria Sant' Andrea, Department of NESMOS, Rome, Italy

M. Miscusi

Sapienza University, Azienda Ospedaliera Universitaria Sant' Andrea, Department of NESMOS, Rome, Italy

A. Perna

IRCCS A. Gemelli University Polyclinic Foundation, Department of Aging, Neurological, Orthopedic and Head-Neck Sciences, Rome, Italy; Sacred Heart Catholic University, Department of Geriatrics and Orthopedics, Rome, Italy

L. Proietti

IRCCS A. Gemelli University Polyclinic Foundation, Department of Aging, Neurological, Orthopedic and Head-Neck Sciences, Rome, Italy; Sacred Heart Catholic University, Department of Geriatrics and Orthopedics, Rome, Italy

G. Lofrese

M. Bufalini Hospital, Department of Neurosciences, Neurosurgery Division, Cesena, Italy

M. Dughiero

M. Bufalini Hospital, Department of Neurosciences, Neurosurgery Division, Cesena, Italy

F. Cultrera

M. Bufalini Hospital, Department of Neurosciences, Neurosurgery Division, Cesena, Italy

N. Nicassio

M. Bufalini Hospital, Department of Neurosciences, Neurosurgery Division, Cesena, Italy

S.B. An

Severance Hospital, Yonsei University College of Medicine, Spine and Spinal Cord Institute, Seoul, Korea, Republic of

Y. Ha

Severance Hospital, Yonsei University College of Medicine, Spine and Spinal Cord Institute, Seoul, Korea, Republic of

A. Amelot

La Pitié Salpétrière Hospital, Department of Neurosurgery, Paris, France; University Hospital of Tours, Neurosurgical Spine Department, Tours, France

I. Alcobendas

Hospital Universitario La Paz, Department of Neurosurgery, Madrid, Spain

J.M. Viñuela-Prieto

Hospital Universitario La Paz, Department of Neurosurgery, Madrid, Spain

M.L. Gandía-González

Hospital Universitario La Paz, Department of Neurosurgery, Madrid, Spain

P.-P. Girod

Medical University of Innsbruck, Department of Neurosurgery, Innsbruck, Austria

S. Lener

Medical University of Innsbruck, Department of Neurosurgery, Innsbruck, Austria

N. Kögl

Medical University of Innsbruck, Department of Neurosurgery, Innsbruck, Austria

A. Abramovic

Medical University of Innsbruck, Department of Neurosurgery, Innsbruck, Austria

N.A. Safa

Balgrist University Hospital, University of Zurich, University Spine Center, Zurich, Switzerland

C.J. Laux

Balgrist University Hospital, University of Zurich, University Spine Center, Zurich, Switzerland

M. Farshad

Balgrist University Hospital, University of Zurich, University Spine Center, Zurich, Switzerland

D. O'Riordan

Schulthess Klinik, Department of Teaching, Research and Development, Spine Center Division, Zurich, Switzerland

M. Loibl

Schulthess Klinik, Department of Spine Surgery, Zurich, Switzerland

A.F. Mannion

Schulthess Klinik, Department of Teaching, Research and Development, Spine Center Division, Zurich, Switzerland

A. Scerrati

Policlinico Universitario di Ferrara, Department of Neurosurgery, Ferrara, Italy

G. Molliqaj

HUG Geneva University Hospital, Department of Neurosurgery, Geneva, Switzerland

E. Tessitore

HUG Geneva University Hospital, Department of Neurosurgery, Geneva, Switzerland

M.L. Schröder

Bergman Clinics Amsterdam, Department of Neurosurgery, Amsterdam, Netherlands

W.P. Vandertop

Amsterdam UMC, Neurosurgery, Amsterdam Movement Sciences, Amsterdam, Netherlands

M.N. Stienen

Cantonal Hospital St. Gallen, Department of Neurosurgery, St. Gallen, Switzerland

L. Regli

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland

C. Serra

University Hospital Zurich, University of Zurich, Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, Zurich, Switzerland