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ABOUT JoVE

Overview Leadership Blog JoVE Help Center

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Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

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JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

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Nour Idris Pacha

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Studies in Health Technology and Informatics|May 23, 2026

Robustness of Healthcare ML Under Data Quality Degradation: A Dimension-Wise Analysis on MIMIC-IVNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Studies in Health Technology and Informatics|May 23, 2026

Test-Time Data Quality Degradation in Clinical ML: A Systematic Robustness Analysis on MIMIC-IVNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Studies in Health Technology and Informatics|July 3, 2026

Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of StayNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Pageof 1

Search research articles

Showing results (1-10 of 3) with videos related to

Sort By:

Pageof 1

Studies in Health Technology and Informatics|May 23, 2026

Robustness of Healthcare ML Under Data Quality Degradation: A Dimension-Wise Analysis on MIMIC-IVNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Studies in Health Technology and Informatics|May 23, 2026

Test-Time Data Quality Degradation in Clinical ML: A Systematic Robustness Analysis on MIMIC-IVNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Studies in Health Technology and Informatics|July 3, 2026

Impact of Data Quality Degradation on the Robustness of Clinical Regression Models: A Study on ICU Length of StayNour Idris Pacha, Saber Aloui, Asma Rabaoui, et al.

Pageof 1