Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI

S. Winzeck; S.J.T. Mocking; R. Bezerra; M.J.R.J. Bouts; E.C. McIntosh; I. Diwan; P. Garg; A. Chutinet; W.T. Kimberly; W.A. Copen; P.W. Schaefer; H. Ay; A.B. Singhal; K. Kamnitsas; B. Glocker; A.G. Sorensen; O. Wu

doi:10.3174/ajnr.A6077

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Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI

S. Winzeck, S.J.T. Mocking, R. Bezerra, M.J.R.J. Bouts, E.C. McIntosh, I. Diwan, P. Garg, A. Chutinet, W.T. Kimberly, W.A. Copen, P.W. Schaefer, H. Ay, A.B. Singhal, K. Kamnitsas, B. Glocker, A.G. Sorensen and O. Wu

American Journal of Neuroradiology June 2019, 40 (6) 938-945; DOI: https://doi.org/10.3174/ajnr.A6077

S. Winzeck

aFrom the Department of Radiology (S.W., S.J.T.M., R.B., M.J.R.J.B., E.C.M., I.D., P.G., H.A., A.G.S., O.W.), Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts

bDivision of Anaesthesia (S.W.), Department of Medicine, University of Cambridge, Cambridge, UK

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S.J.T. Mocking

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R. Bezerra

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M.J.R.J. Bouts

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E.C. McIntosh

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I. Diwan

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P. Garg

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A. Chutinet

cDepartments of Neurology (A.C., W.T.K., H.A., A.B.S.)

eDepartment of Medicine (A.C.), Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand

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W.T. Kimberly

cDepartments of Neurology (A.C., W.T.K., H.A., A.B.S.)

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W.A. Copen

dRadiology (W.A.C., P.W.S.), Massachusetts General Hospital, Boston, Massachusetts

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P.W. Schaefer

dRadiology (W.A.C., P.W.S.), Massachusetts General Hospital, Boston, Massachusetts

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H. Ay

cDepartments of Neurology (A.C., W.T.K., H.A., A.B.S.)

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A.B. Singhal

cDepartments of Neurology (A.C., W.T.K., H.A., A.B.S.)

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K. Kamnitsas

fDepartment of Computing (K.K., B.G.), Imperial College London, London, UK.

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B. Glocker

fDepartment of Computing (K.K., B.G.), Imperial College London, London, UK.

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A.G. Sorensen

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O. Wu

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Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI

American Journal of Neuroradiology Jun 2019, 40 (6) 938-945; DOI: 10.3174/ajnr.A6077

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Ensemble of Convolutional Neural Networks Improves Automated Segmentation of Acute Ischemic Lesions Using Multiparametric Diffusion-Weighted MRI

American Journal of Neuroradiology Jun 2019, 40 (6) 938-945; DOI: 10.3174/ajnr.A6077

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