Machine Learning Model for Sepsis Prediction in Prolonged and Chronic Critical Illness: Development and Validation Using Retrospective Real-World ICU Data.
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| Title: | Machine Learning Model for Sepsis Prediction in Prolonged and Chronic Critical Illness: Development and Validation Using Retrospective Real-World ICU Data. |
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| Authors: | Yadgarov, Mikhail Ya.1 (AUTHOR) myadgarov@fnkcrr.ru, Rebrova, Olga Yu.2 (AUTHOR), Berikashvili, Levan B.1,3 (AUTHOR), Polyakov, Petr A.1 (AUTHOR), Kadantseva, Kristina K.1,2 (AUTHOR), Yakovlev, Alexey A.1,3 (AUTHOR), Grechko, Andrey V.1 (AUTHOR), Likhvantsev, Valery V.1,3 (AUTHOR) |
| Source: | Journal of Clinical Medicine. Jan2026, Vol. 15 Issue 2, p777. 17p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 191261816 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning Model for Sepsis Prediction in Prolonged and Chronic Critical Illness: Development and Validation Using Retrospective Real-World ICU Data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yadgarov%2C+Mikhail+Ya%2E%22">Yadgarov, Mikhail Ya.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> myadgarov@fnkcrr.ru</i><br /><searchLink fieldCode="AR" term="%22Rebrova%2C+Olga+Yu%2E%22">Rebrova, Olga Yu.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Berikashvili%2C+Levan+B%2E%22">Berikashvili, Levan B.</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Polyakov%2C+Petr+A%2E%22">Polyakov, Petr A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kadantseva%2C+Kristina+K%2E%22">Kadantseva, Kristina K.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yakovlev%2C+Alexey+A%2E%22">Yakovlev, Alexey A.</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Grechko%2C+Andrey+V%2E%22">Grechko, Andrey V.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Likhvantsev%2C+Valery+V%2E%22">Likhvantsev, Valery V.</searchLink><relatesTo>1,3</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Clinical+Medicine%22">Journal of Clinical Medicine</searchLink>. Jan2026, Vol. 15 Issue 2, p777. 17p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191261816 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/jcm15020777 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 17 StartPage: 777 Titles: – TitleFull: Machine Learning Model for Sepsis Prediction in Prolonged and Chronic Critical Illness: Development and Validation Using Retrospective Real-World ICU Data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yadgarov, Mikhail Ya. – PersonEntity: Name: NameFull: Rebrova, Olga Yu. – PersonEntity: Name: NameFull: Berikashvili, Levan B. – PersonEntity: Name: NameFull: Polyakov, Petr A. – PersonEntity: Name: NameFull: Kadantseva, Kristina K. – PersonEntity: Name: NameFull: Yakovlev, Alexey A. – PersonEntity: Name: NameFull: Grechko, Andrey V. – PersonEntity: Name: NameFull: Likhvantsev, Valery V. IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 01 Text: Jan2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20770383 Numbering: – Type: volume Value: 15 – Type: issue Value: 2 Titles: – TitleFull: Journal of Clinical Medicine Type: main |
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