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Neural network-based multi-task learning to assist planning of posterior spinal fusion surgery for adolescent idiopathic scoliosis.

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第一作者： Caroline,Constant

第一单位： Department of Orthopedic Surgery, Mayo Clinic, 200 1 st Street Southwest, Rochester, MN, 55905, USA. caroline.constant@uzh.ch.;Polytechnique Montréal, 2500 Chemin de Polytechnique, Montréal, H3 T 1 J4, Canada. caroline.constant@uzh.ch.;Centre Hospitalier Universitaire (CHU) Sainte-Justine, 3175 Ch. Côte Sainte-Catherine, Montréal, H3 T 1 C5, Canada. caroline.constant@uzh.ch.;AO Research Institute Davos, Clavadelerstrasse 8, CH 7270, Davos, Switzerland. caroline.constant@uzh.ch.

作者： Caroline,Constant ^[1] ; A Noelle,Larson ^[2] ; David W,Polly ^[3] ; Carl-Eric,Aubin ^[4] ; Minimize Implants Maximize Outcomes Study Group

作者单位： Department of Orthopedic Surgery, Mayo Clinic, 200 1 st Street Southwest, Rochester, MN, 55905, USA. caroline.constant@uzh.ch.;Polytechnique Montréal, 2500 Chemin de Polytechnique, Montréal, H3 T 1 J4, Canada. caroline.constant@uzh.ch.;Centre Hospitalier Universitaire (CHU) Sainte-Justine, 3175 Ch. Côte Sainte-Catherine, Montréal, H3 T 1 C5, Canada. caroline.constant@uzh.ch.;AO Research Institute Davos, Clavadelerstrasse 8, CH 7270, Davos, Switzerland. caroline.constant@uzh.ch. ^[1] Department of Orthopedic Surgery, Mayo Clinic, 200 1 st Street Southwest, Rochester, MN, 55905, USA. ^[2] Department of Orthopedic Surgery, University of Minnesota, Minneapolis, MN, USA. ^[3] Polytechnique Montréal, 2500 Chemin de Polytechnique, Montréal, H3 T 1 J4, Canada.;Centre Hospitalier Universitaire (CHU) Sainte-Justine, 3175 Ch. Côte Sainte-Catherine, Montréal, H3 T 1 C5, Canada. ^[4]

关键词 Adolescent idiopathic scoliosis (AIS)Artificial intelligence Deep learning Neural network multi-task learning model Posterior spinal fusion (PSF)Preoperative planning