Data-Driven Prognostication in Distal Medium Vessel Occlusions Using Explainable Machine Learning

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.

From the Department of Neurosurgery (M.K., T.H., K.M., J.M.), and Department of Diagnostic, Molecular and Interventional Radiology (B.B.O.), Mount Sinai Health System, New York, NY, USA; Neuroendovascular Division, Department of Radiology (T.D.F.), University Medical Center Münster, Münster, Germany; Departments of Radiology and Neurosurgery (J.J.H.), Stanford University, Palo Alto, CA, USA; Department of Neuroradiology (D.A.L.), Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA; Department of Radiology (K.N.), University of California San Francisco, San Francisco, CA, USA; Department of Neuroradiology (M.W.), MD Anderson Cancer Center, Houston, TX, USA; Russell H. Morgan Department of Radiology and Radiological Sciences (V.S.Y.), Johns Hopkins Medicine, Baltimore, MD, USA.