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Interpolation and Imputation Strategies for Missing Segments in Continuous Pressure-Flow Cerebral Bio-Signals: A Systematic Scoping Review.

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Title: Interpolation and Imputation Strategies for Missing Segments in Continuous Pressure-Flow Cerebral Bio-Signals: A Systematic Scoping Review.
Authors: Herath IS; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Marquez I; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Ryznar J; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Nemoga-Stout X; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Shao Y; Department of Statistics, Faculty of Science, University of Manitoba, Winnipeg, MB R3T 2M8, Canada., Hasan R; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Sainbhi AS; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Stein KY; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Vakitbilir N; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Silvaggio N; Department of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada., Hayat M; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada., Moon J; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada., Bergmann T; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada., Zeiler FA; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada.; Department of Clinical Neuroscience, Karolinska Institutet, 171 77 Stockholm, Sweden.; Division of Anaesthesia, Department of Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0QQ, UK.; Pan Clinic Foundation, Winnipeg, MB R3M 3E4, Canada.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 May 15; Vol. 26 (10). Date of Electronic Publication: 2026 May 15.
Publication Type: Journal Article; Scoping Review; Review
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Herath+IS%22">Herath IS</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Marquez+I%22">Marquez I</searchLink>; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Ryznar+J%22">Ryznar J</searchLink>; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Nemoga-Stout+X%22">Nemoga-Stout X</searchLink>; Undergraduate Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Shao+Y%22">Shao Y</searchLink>; Department of Statistics, Faculty of Science, University of Manitoba, Winnipeg, MB R3T 2M8, Canada.<br /><searchLink fieldCode="AU" term="%22Hasan+R%22">Hasan R</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Sainbhi+AS%22">Sainbhi AS</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, 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 R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Vakitbilir+N%22">Vakitbilir N</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Silvaggio+N%22">Silvaggio N</searchLink>; Department of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0J9, Canada.<br /><searchLink fieldCode="AU" term="%22Hayat+M%22">Hayat M</searchLink>; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada.<br /><searchLink fieldCode="AU" term="%22Moon+J%22">Moon J</searchLink>; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada.<br /><searchLink fieldCode="AU" term="%22Bergmann+T%22">Bergmann T</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.<br /><searchLink fieldCode="AU" term="%22Zeiler+FA%22">Zeiler FA</searchLink>; Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB R3T 5V6, Canada.; Section of Neurosurgery, Department of Surgery, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3A 1R9, Canada.; Department of Clinical Neuroscience, Karolinska Institutet, 171 77 Stockholm, Sweden.; Division of Anaesthesia, Department of Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0QQ, UK.; Pan Clinic Foundation, Winnipeg, MB R3M 3E4, Canada.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 May 15; Vol. 26 (10). <i>Date of Electronic Publication: </i>2026 May 15.
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