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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.
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
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  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.
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              Text: 2026 Jun 29
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