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Automated detection of severe cerebral edema using explainable deep transfer learning after hypoxic ischemic brain injury.

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Title: Automated detection of severe cerebral edema using explainable deep transfer learning after hypoxic ischemic brain injury.
Authors: Wang Z; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA., Kulpanowski AM; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA., Copen WA; Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA., Rosenthal ES; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA., Dodelson JA; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA., McCrory DE; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA., Edlow BL; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA., Taylor Kimberly W; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA., Amorim E; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA., Brandon Westover M; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Beth Israel Deaconess Medical Center, Boston, MA 02215, USA., Ning M; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA., Zabihi M; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA., Schaefer PW; Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA., Malhotra R; Department of Medicine, Cardiology Division, Massachusetts General Hospital, Boston, MA 02114, USA., Giacino JT; Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA 02129, USA., Greer DM; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston Medical Center, Boston, MA 02118, USA., Wu O; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA. Electronic address: ona.wu@mgh.harvard.edu.
Source: Resuscitation [Resuscitation] 2025 Sep; Vol. 214, pp. 110652. Date of Electronic Publication: 2025 May 23.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier/north-Holland Biomedical Press Country of Publication: Ireland NLM ID: 0332173 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-1570 (Electronic) Linking ISSN: 03009572 NLM ISO Abbreviation: Resuscitation Subsets: MEDLINE
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  Data: Automated detection of severe cerebral edema using explainable deep transfer learning after hypoxic ischemic brain injury.
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  Data: <searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA.<br /><searchLink fieldCode="AU" term="%22Kulpanowski+AM%22">Kulpanowski AM</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA.<br /><searchLink fieldCode="AU" term="%22Copen+WA%22">Copen WA</searchLink>; Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Rosenthal+ES%22">Rosenthal ES</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Dodelson+JA%22">Dodelson JA</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA.<br /><searchLink fieldCode="AU" term="%22McCrory+DE%22">McCrory DE</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA.<br /><searchLink fieldCode="AU" term="%22Edlow+BL%22">Edlow BL</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Taylor+Kimberly+W%22">Taylor Kimberly W</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Amorim+E%22">Amorim E</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA.<br /><searchLink fieldCode="AU" term="%22Brandon+Westover+M%22">Brandon Westover M</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA; Beth Israel Deaconess Medical Center, Boston, MA 02215, USA.<br /><searchLink fieldCode="AU" term="%22Ning+M%22">Ning M</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Zabihi+M%22">Zabihi M</searchLink>; Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Schaefer+PW%22">Schaefer PW</searchLink>; Department of Radiology, Neuroradiology Division, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Malhotra+R%22">Malhotra R</searchLink>; Department of Medicine, Cardiology Division, Massachusetts General Hospital, Boston, MA 02114, USA.<br /><searchLink fieldCode="AU" term="%22Giacino+JT%22">Giacino JT</searchLink>; Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, MA 02129, USA.<br /><searchLink fieldCode="AU" term="%22Greer+DM%22">Greer DM</searchLink>; Department of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston Medical Center, Boston, MA 02118, USA.<br /><searchLink fieldCode="AU" term="%22Wu+O%22">Wu O</searchLink>; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA 02129, USA. Electronic address: ona.wu@mgh.harvard.edu.
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