6 citations · 14 across the 10 of their papers we have counts for
12 papers
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…
Exploring SAIG Methods for an Objective Evaluation of XAI
Miquel Miró-Nicolau, Gabriel Moyà-Alcover, Anna Arias-Duart
The evaluation of eXplainable Artificial Intelligence (XAI) methods is a rapidly growing field, characterized by a wide variety of approaches. This diversity highlights the complex…
Enhancing Generalization in Sickle Cell Disease Diagnosis through Ensemble Methods and Feature Importance Analysis
Nataša Petrović, Gabriel Moyà-Alcover, Antoni Jaume-i-Capó +1
This work presents a novel approach for selecting the optimal ensemble-based classification method and features with a primarly focus on achieving generalization, based on the stat…
Towards an Evaluation Framework for Explainable Artificial Intelligence Systems for Health and Well-being
Esperança Amengual-Alcover, Antoni Jaume-i-Capó, Miquel Miró-Nicolau +2
The integration of Artificial Intelligence in the development of computer systems presents a new challenge: make intelligent systems explainable to humans. This is especially vital…
Crowdsourced human-based computational approach for tagging peripheral blood smear sample images from Sickle Cell Disease patients using non-expert users
José María Buades Rubio, Gabriel Moyà-Alcover, Antoni Jaume-i-Capó +1
In this paper, we present a human-based computation approach for the analysis of peripheral blood smear (PBS) images images in patients with Sickle Cell Disease (SCD). We used the…