Severity Classification of Pediatric Spinal Cord Injuries Using Structural MRI Measures and Deep Learning: A Comprehensive Analysis Across All Vertebral Levels

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.

From the Department of Electrical and Computer Engineering (Z.S.), Temple University, Philadelphia, PA, USA; Department of Radiology (Z.S., S.N., D.M., L.K., M.A., A.E.F., S.H.F., F.B.M.), and Department of Neurosurgery (M.A.), Thomas Jefferson University, Philadelphia, PA, USA; Department of Diagnostic Radiology & Nuclear Medicine (Z.W.), University of Maryland School of Medicine, Baltimore, MD, USA.