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dc.contributor.authorShivdat, Shawn
dc.contributor.authorZhan, Tiange
dc.contributor.authorDe Palma, Alessandro
dc.contributor.authorZheng, Wei-Long
dc.contributor.authorKrishnamurthy, Parimala
dc.contributor.authorPaneerselvam, Ezhil
dc.contributor.authorSnider, Samuel
dc.contributor.authorBevers, Matthew
dc.contributor.authorO’Reilly, Una-May
dc.contributor.authorLee, Jong W.
dc.contributor.authorWestover, M. B.
dc.contributor.authorAmorim, Edilberto
dc.date.accessioned2025-05-15T21:11:25Z
dc.date.available2025-05-15T21:11:25Z
dc.date.issued2024-07-24
dc.identifier.urihttps://hdl.handle.net/1721.1/159282
dc.description.abstractBackground Identical bursts on electroencephalography (EEG) are considered a specific predictor of poor outcomes in cardiac arrest, but its relationship with structural brain injury severity on magnetic resonance imaging (MRI) is not known. Methods This was a retrospective analysis of clinical, EEG, and MRI data from adult comatose patients after cardiac arrest. Burst similarity in first 72 h from the time of return of spontaneous circulation were calculated using dynamic time-warping (DTW) for bursts of equal (i.e., 500 ms) and varying (i.e., 100–500 ms) lengths and cross-correlation for bursts of equal lengths. Structural brain injury severity was measured using whole brain mean apparent diffusion coefficient (ADC) on MRI. Pearson’s correlation coefficients were calculated between mean burst similarity across consecutive 12–24-h time blocks and mean whole brain ADC values. Good outcome was defined as Cerebral Performance Category of 1–2 (i.e., independence for activities of daily living) at the time of hospital discharge. Results Of 113 patients with cardiac arrest, 45 patients had burst suppression (mean cardiac arrest to MRI time 4.3 days). Three study participants with burst suppression had a good outcome. Burst similarity calculated using DTW with bursts of varying lengths was correlated with mean ADC value in the first 36 h after cardiac arrest: Pearson’s r: 0–12 h: − 0.69 (p = 0.039), 12–24 h: − 0.54 (p = 0.002), 24–36 h: − 0.41 (p = 0.049). Burst similarity measured with bursts of equal lengths was not associated with mean ADC value with cross-correlation or DTW, except for DTW at 60–72 h (− 0.96, p = 0.04). Conclusions Burst similarity on EEG after cardiac arrest may be associated with acute brain injury severity on MRI. This association was time dependent when measured using DTW.en_US
dc.publisherSpringer USen_US
dc.relation.isversionofhttps://doi.org/10.1007/s12028-024-02047-6en_US
dc.rightsCreative Commons Attribution-Noncommercial-ShareAlikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceSpringer USen_US
dc.titleEarly Burst Suppression Similarity Association with Structural Brain Injury Severity on MRI After Cardiac Arresten_US
dc.typeArticleen_US
dc.identifier.citationShivdat, S., Zhan, T., De Palma, A. et al. Early Burst Suppression Similarity Association with Structural Brain Injury Severity on MRI After Cardiac Arrest. Neurocrit Care 42, 175–184 (2025).en_US
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.relation.journalNeurocritical Careen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2025-03-27T13:49:17Z
dc.language.rfc3066en
dc.rights.holderSpringer Science+Business Media, LLC, part of Springer Nature and Neurocritical Care Society
dspace.embargo.termsY
dspace.date.submission2025-03-27T13:49:17Z
mit.journal.volume42en_US
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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