6 citations · 16 across the 12 of their papers we have counts for
9 papers · 1 filter
Attention-Based Segmentation of WMHs and Differentiation of Vascular vs. Demyelinating Lesions
Aina Tur-Serrano, Gabriel Moyà-Alcover, Francisco J. Perales López
White Matter Hyperintensities (WMHs) are commonly observed in brain Magnetic Resonance Imaging (MRI) scans. They are associated with various neurological conditions, including vasc…
CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification
Hexin Dong, Yi Lin, Pengyu Zhou +25
Chest X-ray (CXR) interpretation is hindered by the long-tailed distribution of pathologies and the open-world nature of clinical environments. Existing benchmarks often rely on cl…
Geometric-Based Nail Segmentation for Clinical Measurements
Bernat Galmés, Gabriel Moyà-Alcover, Pedro Bibiloni +2
A robust segmentation method that can be used to perform measurements on toenails is presented. The proposed method is used as the first step in a clinical trial to objectively qua…
Meta-evaluating stability measures: MAX-Senstivity & AVG-Sensitivity
Miquel Miró-Nicolau, Antoni Jaume-i-Capó, Gabriel Moyà-Alcover
The use of eXplainable Artificial Intelligence (XAI) systems has introduced a set of challenges that need resolution. The XAI robustness, or stability, has been one of the goals of…
Towards a Novel Measure of User Trust in XAI Systems
Miquel Miró-Nicolau, Gabriel Moyà-Alcover, Antoni Jaume-i-Capó +4
The increasing reliance on Deep Learning models, combined with their inherent lack of transparency, has spurred the development of a novel field of study known as eXplainable AI (X…
A comprehensive study on fidelity metrics for XAI
Miquel Miró-Nicolau, Antoni Jaume-i-Capó, Gabriel Moyà-Alcover
The use of eXplainable Artificial Intelligence (XAI) systems has introduced a set of challenges that need resolution. Herein, we focus on how to correctly select an XAI method, an…