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Multimodal Predictive Modeling of Endovascular Treatment Outcome for Acute Ischemic Stroke Using Machine-Learning.

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Title: Multimodal Predictive Modeling of Endovascular Treatment Outcome for Acute Ischemic Stroke Using Machine-Learning.
Authors: Brugnara G; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Neuberger U; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Mahmutoglu MA; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Foltyn M; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Herweh C; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Nagel S; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany., Schönenberger S; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany., Heiland S; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Ulfert C; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Ringleb PA; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany., Bendszus M; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Möhlenbruch MA; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Pfaff JAR; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany., Vollmuth P; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.
Source: Stroke [Stroke] 2020 Dec; Vol. 51 (12), pp. 3541-3551. Date of Electronic Publication: 2020 Oct 12.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 0235266 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1524-4628 (Electronic) Linking ISSN: 00392499 NLM ISO Abbreviation: Stroke Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Brugnara+G%22">Brugnara G</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Neuberger+U%22">Neuberger U</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Mahmutoglu+MA%22">Mahmutoglu MA</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Foltyn+M%22">Foltyn M</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Herweh+C%22">Herweh C</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Nagel+S%22">Nagel S</searchLink>; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Schönenberger+S%22">Schönenberger S</searchLink>; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Heiland+S%22">Heiland S</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Ulfert+C%22">Ulfert C</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Ringleb+PA%22">Ringleb PA</searchLink>; Neurology Clinic (S.N., S.S., P.A.R.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Bendszus+M%22">Bendszus M</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Möhlenbruch+MA%22">Möhlenbruch MA</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Pfaff+JAR%22">Pfaff JAR</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.<br /><searchLink fieldCode="AU" term="%22Vollmuth+P%22">Vollmuth P</searchLink>; Department of Neuroradiology (G.B., U.N., M.A.M., M.F., Ch.H., S.H., C.U., M.B., M.A.M., J.A.R.P., P.V.), Heidelberg University Hospital, Germany.
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  Data: <searchLink fieldCode="JN" term="%220235266%22">Stroke</searchLink> [Stroke] 2020 Dec; Vol. 51 (12), pp. 3541-3551. <i>Date of Electronic Publication: </i>2020 Oct 12.
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        Value: 10.1161/STROKEAHA.120.030287
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        Text: English
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              Text: 2020 Dec
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