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ARIMA-based forecasting of cerebral physiologic signals in acute traumatic brain injury: a CAnadian high-resolution TBI (CAHR-TBI) cohort study.

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Title: ARIMA-based forecasting of cerebral physiologic signals in acute traumatic brain injury: a CAnadian high-resolution TBI (CAHR-TBI) cohort study.
Authors: Vakitbilir N; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada. vakitbir@myumanitoba.ca., Raj R; Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland., Griesdale DEG; Department of Anesthesiology, Pharmacology, and Therapeutics, University of British Columbia, Vancouver, BC, Canada.; Division of Critical Care, Department of Medicine, University of British Columbia, Vancouver, BC, Canada., Sekhon M; Division of Critical Care, Department of Medicine, University of British Columbia, Vancouver, BC, Canada., Bernard F; Section of Critical Care, Department of Medicine, University of Montreal, Montreal, QC, Canada., Gallagher C; Section of Neurosurgery, University of Calgary, Calgary, AB, Canada.; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada., Thelin EP; Medical Unit Neurology, Karolinska University Hospital, Stockholm, Sweden.; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden., Mathieu F; Division of Neurosurgery, Department of Surgery and Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada., Stein KY; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada., Kramer AH; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada., Aries MJH; Department of Intensive Care, Maastricht University Medical Center+, and School of Mental Health and Neurosciences, University Maastricht, Maastricht, The Netherlands., Zeiler FA; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.; Pan Am Clinic Foundation, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.
Source: Intensive care medicine experimental [Intensive Care Med Exp] 2026 Mar 02; Vol. 14 (1). Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag, GmbH Country of Publication: Germany NLM ID: 101645149 Publication Model: Electronic Cited Medium: Print ISSN: 2197-425X (Print) Linking ISSN: 2197425X NLM ISO Abbreviation: Intensive Care Med Exp Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Vakitbilir+N%22">Vakitbilir N</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada. vakitbir@myumanitoba.ca.<br /><searchLink fieldCode="AU" term="%22Raj+R%22">Raj R</searchLink>; Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Griesdale+DEG%22">Griesdale DEG</searchLink>; Department of Anesthesiology, Pharmacology, and Therapeutics, University of British Columbia, Vancouver, BC, Canada.; Division of Critical Care, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Sekhon+M%22">Sekhon M</searchLink>; Division of Critical Care, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.<br /><searchLink fieldCode="AU" term="%22Bernard+F%22">Bernard F</searchLink>; Section of Critical Care, Department of Medicine, University of Montreal, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Gallagher+C%22">Gallagher C</searchLink>; Section of Neurosurgery, University of Calgary, Calgary, AB, Canada.; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Thelin+EP%22">Thelin EP</searchLink>; Medical Unit Neurology, Karolinska University Hospital, Stockholm, Sweden.; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Mathieu+F%22">Mathieu F</searchLink>; Division of Neurosurgery, Department of Surgery and Interdepartmental Division of Critical Care, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Stein+KY%22">Stein KY</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada.<br /><searchLink fieldCode="AU" term="%22Kramer+AH%22">Kramer AH</searchLink>; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada.; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.; Department of Critical Care Medicine, University of Calgary, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Aries+MJH%22">Aries MJH</searchLink>; Department of Intensive Care, Maastricht University Medical Center+, and School of Mental Health and Neurosciences, University Maastricht, Maastricht, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Zeiler+FA%22">Zeiler FA</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.; Pan Am Clinic Foundation, Winnipeg, MB, Canada. Frederick.Zeiler@umanitoba.ca.
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              Text: 2026 Mar 02
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