ArticleJournal of clinical medicine2026
Critical Care Monitoring in Comatose Patients Receiving ECMO: A Cohort Study of Machine Learning on Quantitative EEG for Diagnosing Acute Brain Injury and Prognosticating Mortality.
Mingfeng Cao, Jeffrey B Wang, Beichen Shen, Zoe Soule, Kotaro Noda, Jaeho Hwang, Eva Ritzl, Yaman B Ahmed, Hyun-Yi Woo, Siyu Wang and 6 more
Abstract read
In one paragraphArticle in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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2 · The registryThe trial behind it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
16 authors.
Mingfeng CaoDepartment of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.ORCID 0009-0009-5967-584X Jeffrey B WangDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.ORCID 0000-0002-8933-9822 Beichen ShenDepartment of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.ORCID 0009-0001-1056-0461 Zoe SouleDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.ORCID 0009-0000-5901-4931 Kotaro NodaDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.
Jaeho HwangDepartment of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Eva RitzlDepartment of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA.
Yaman B AhmedDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.
Hyun-Yi WooDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.
Siyu WangDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.ORCID 0009-0008-8760-4945 Tianyue ZhuDivision of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.ORCID 0009-0002-6882-1019 Leon FanDivision of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.ORCID 0009-0007-4357-1013 Nirma Carballido MartinezDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Glenn WhitmanDivision of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.ORCID 0000-0003-3225-2360 Nitish ThakorDepartment of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.
Sung-Min ChoDivision of Neuroscience Critical Care, Departments of Neurosurgery, Anesthesiology and Critical Care Medicine, The Johns Hopkins Hospital, Baltimore, MD 21287, USA.ORCID 0000-0002-5132-0958 Funding
Training Program in NeuroengineeringT32EB003383 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI NITISH VYOMESH THAKOR · 2004 to 2026
$6.5MJohns Hopkins UniversityNIBIB NIH HHS T32 EB003383
6 · The paper itselfAbstract
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Indexed as
acute brain injuryextracorporeal membrane oxygenationmachine learningneuromonitoringneuroprognosticationquantitative EEGSHAP
Identifiers
PMID42739767
PMCPMC13566830
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