Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19.
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| Title: | Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19. |
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| Authors: | Garcia-Gutiérrez, Susana1,2,3 (AUTHOR) susana.garciagutierrez@osakidetza.eus, Esteban-Aizpiri, Cristobal4 (AUTHOR), Lafuente, Iratxe1,3 (AUTHOR), Barrio, Irantzu2,3,5 (AUTHOR), Quiros, Raul3,6 (AUTHOR), Quintana, Jose Maria1,2,3 (AUTHOR), Uranga, Ane7,8 (AUTHOR), COVID-REDISSEC Working Group (AUTHOR), García-Gutiérrez, Susana1,2,3 (AUTHOR), Quintana, Jose María1,2,3 (AUTHOR), Orive, Miren1 (AUTHOR), Gonzalez, Nerea1,2,3 (AUTHOR), Anton, Ane1 (AUTHOR), Villanueva, Ane1,2,3 (AUTHOR), Muñoz, Cristina1 (AUTHOR), Legarreta, Maria Jose8 (AUTHOR), Quirós, Raul6 (AUTHOR), Yandiola, Pedro Pablo España7 (AUTHOR), Egurrola, Mikel7 (AUTHOR), Aramburu, Amaia7 (AUTHOR) |
| Source: | Scientific Reports. 5/2/2022, Vol. 12 Issue 1, p1-11. 11p. |
| 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: 156644551 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Garcia-Gutiérrez%2C+Susana%22">Garcia-Gutiérrez, Susana</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<i> susana.garciagutierrez@osakidetza.eus</i><br /><searchLink fieldCode="AR" term="%22Esteban-Aizpiri%2C+Cristobal%22">Esteban-Aizpiri, Cristobal</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lafuente%2C+Iratxe%22">Lafuente, Iratxe</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Barrio%2C+Irantzu%22">Barrio, Irantzu</searchLink><relatesTo>2,3,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Quiros%2C+Raul%22">Quiros, Raul</searchLink><relatesTo>3,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Quintana%2C+Jose+Maria%22">Quintana, Jose Maria</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Uranga%2C+Ane%22">Uranga, Ane</searchLink><relatesTo>7,8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22COVID-REDISSEC+Working+Group%22">COVID-REDISSEC Working Group</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22García-Gutiérrez%2C+Susana%22">García-Gutiérrez, Susana</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Quintana%2C+Jose+María%22">Quintana, Jose María</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Orive%2C+Miren%22">Orive, Miren</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gonzalez%2C+Nerea%22">Gonzalez, Nerea</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Anton%2C+Ane%22">Anton, Ane</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Villanueva%2C+Ane%22">Villanueva, Ane</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Muñoz%2C+Cristina%22">Muñoz, Cristina</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Legarreta%2C+Maria+Jose%22">Legarreta, Maria Jose</searchLink><relatesTo>8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Quirós%2C+Raul%22">Quirós, Raul</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yandiola%2C+Pedro+Pablo+España%22">Yandiola, Pedro Pablo España</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Egurrola%2C+Mikel%22">Egurrola, Mikel</searchLink><relatesTo>7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Aramburu%2C+Amaia%22">Aramburu, Amaia</searchLink><relatesTo>7</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 5/2/2022, Vol. 12 Issue 1, p1-11. 11p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=156644551 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-022-09771-z Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 11 StartPage: 1 Titles: – TitleFull: Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Garcia-Gutiérrez, Susana – PersonEntity: Name: NameFull: Esteban-Aizpiri, Cristobal – PersonEntity: Name: NameFull: Lafuente, Iratxe – PersonEntity: Name: NameFull: Barrio, Irantzu – PersonEntity: Name: NameFull: Quiros, Raul – PersonEntity: Name: NameFull: Quintana, Jose Maria – PersonEntity: Name: NameFull: Uranga, Ane – PersonEntity: Name: NameFull: COVID-REDISSEC Working Group – PersonEntity: Name: NameFull: García-Gutiérrez, Susana – PersonEntity: Name: NameFull: Quintana, Jose María – PersonEntity: Name: NameFull: Orive, Miren – PersonEntity: Name: NameFull: Gonzalez, Nerea – PersonEntity: Name: NameFull: Anton, Ane – PersonEntity: Name: NameFull: Villanueva, Ane – PersonEntity: Name: NameFull: Muñoz, Cristina – PersonEntity: Name: NameFull: Legarreta, Maria Jose – PersonEntity: Name: NameFull: Quirós, Raul – PersonEntity: Name: NameFull: Yandiola, Pedro Pablo España – PersonEntity: Name: NameFull: Egurrola, Mikel – PersonEntity: Name: NameFull: Aramburu, Amaia IsPartOfRelationships: – BibEntity: Dates: – D: 02 M: 05 Text: 5/2/2022 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 12 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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