Test-Time Data Quality Degradation in Clinical ML: A Systematic Robustness Analysis on MIMIC-IV.
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| Title: | Test-Time Data Quality Degradation in Clinical ML: A Systematic Robustness Analysis on MIMIC-IV. |
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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 May 21; Vol. 336, pp. 203-207. |
| 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 |
| ISSN: | 1879-8365 |
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| DOI: | 10.3233/SHTI260137 |
