Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of Stay.
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| Title: | Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of Stay. |
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| Authors: | Idris Pacha N; Angers University Hospital, Angers, France.; Enovacom, Orange Business, France.; MINT, INSERM UMR 1066 / CNRS UMR 6021, University of Angers, Angers, France., Aloui S; Angers University Hospital, Angers, France., Rabaoui A; Enovacom, Orange Business, France., Escudie A; Angers University Hospital, Angers, France., Riou J; Angers University Hospital, Angers, France.; MINT, INSERM UMR 1066 / CNRS UMR 6021, University of Angers, Angers, France. |
| Source: | Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 544-548. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42394065 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of Stay. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Idris+Pacha+N%22">Idris Pacha N</searchLink>; Angers University Hospital, Angers, France.; Enovacom, Orange Business, France.; MINT, INSERM UMR 1066 / CNRS UMR 6021, University of Angers, Angers, France.<br /><searchLink fieldCode="AU" term="%22Aloui+S%22">Aloui S</searchLink>; Angers University Hospital, Angers, France.<br /><searchLink fieldCode="AU" term="%22Rabaoui+A%22">Rabaoui A</searchLink>; Enovacom, Orange Business, France.<br /><searchLink fieldCode="AU" term="%22Escudie+A%22">Escudie A</searchLink>; Angers University Hospital, Angers, France.<br /><searchLink fieldCode="AU" term="%22Riou+J%22">Riou J</searchLink>; Angers University Hospital, Angers, France.; MINT, INSERM UMR 1066 / CNRS UMR 6021, University of Angers, Angers, France. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229214582%22">Studies in health technology and informatics</searchLink> [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 544-548. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22IOS+Press%22">IOS Press </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9214582 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-8365 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209269630%22">09269630 </searchLink><i>NLM ISO Abbreviation: </i>Stud Health Technol Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42394065 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3233/SHTI260903 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 544 Titles: – TitleFull: Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of Stay. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Idris Pacha N – PersonEntity: Name: NameFull: Aloui S – PersonEntity: Name: NameFull: Rabaoui A – PersonEntity: Name: NameFull: Escudie A – PersonEntity: Name: NameFull: Riou J IsPartOfRelationships: – BibEntity: Dates: – D: 29 M: 06 Text: 2026 Jun 29 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-8365 Numbering: – Type: volume Value: 338 Titles: – TitleFull: Studies in health technology and informatics Type: main |
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