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Studies in Health Technology and Informatics|October 3, 2025
Quantifying Epistemic Uncertainty in Predictions for Safer Health AI Performance Under Dataset ShiftsDavid Fernández-Narro, Pablo Ferri, Juan Miguel García-Gómez, et al.
Studies in Health Technology and Informatics|October 3, 2025
Towards an Analytical System for Supervising Fairness, Robustness, and Dataset Shifts in Health AIÁngel Sánchez-García, David Fernández-Narro, Pablo Ferri, et al.
JMIR Medical Informatics|December 3, 2025
Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV DatasetDavid Fernández-Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, et al.
Studies in Health Technology and Informatics|October 3, 2025
A Trustworthy Health AI Development Framework with Example Code PipelinesCarlos De-Manuel-Vicente, David Fernández-Narro, Vicent Blanes-Selva, et al.
Intensive Care Medicine Experimental|June 8, 2026
Acute brain dysfunction clusters in COVID-19: a pilot machine learning-based analysis of the COVID-D cohortNekane Romero-García, Víctor Montosa-I-Micó, David Fernández-Narro, et al.
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