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Óscar Pastor

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#machine learning Review Aug 2026

TRUST: Threshold-Recalibrated Uncertainty-Safe Training for Certified Dismissal in Breast Cancer Screening

A closed-loop threshold-aware training strategy in which the dismissal threshold is recalculated during training and used to penalize cancer-positive images that approach the dismissal region supports closed-loop threshold-aware training for high-recall selective dismissal.

Parham Hajishafiezahramini, Matthew Hamilton, Edward Kendall et al. · 0 citations
2026

BETTER: Better rEal-world healTh-DaTa distributEd analytics Research platform: project progress and emerging research challenges

This interdisciplinary project proposes the co-creation of three clinical use cases involving seven medical centers located in the EU and beyond, where sensitive patient data is made available and analyzed in a GDPR-compliant mechanism via a Distributed Analytics (DA) paradigm called the Personal Health Train (PHT).

A. García, Diana Martínez, Ana León et al. · 0 citations

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