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ORCIDPedro M. Gordaliza
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2020 – today
- 2026
[i8]Pedro M. Gordaliza, Jaume Banus, Benoît Gérin, Maxence Wynen, Nataliia Molchanova, Jonas Richiardi
, Meritxell Bach Cuadra:
From 100,000+ images to winning the first brain MRI foundation model challenges: Sharing lessons and models. CoRR abs/2601.13166 (2026)- [i7]Asbjørn Munk, Stefano Cerri, Vardan Nersesjan, Christian Hedeager Krag, Jakob Ambsdorf, Pablo Rocamora-García, Julia Machnio, Peirong Liu, Suhyun Ahn, Nasrin Akbari, Yasmina Al Khalil, Kimberly Amador, Sina Amirrajab, Tal Arbel, Meritxell Bach Cuadra, Ujjwal Baid, Bhakti Baheti, Jaume Banus, Kamil Barbierik, Christoph Brune, Yansong Bu, Baptiste Callard, Yuhan Chen, Cornelius Crijnen, Corentin Dancette, Peter Drotár, Prasad Dutande, Nils D. Forkert, Saurabh Garg, Jakub Gazda, Matej Gazda, Benoît Gérin, Partha Ghosh, Weikang Gong, Pedro M. Gordaliza, Sam Hashemi, Tobias Heimann, Fucang Jia, Jiexin Jiang, Emily Kaczmarek, Chris Kang, Seung Kwan Kang, Mohammad Khazaei, Julien Khlaut, Petros Koutsouvelis, Jae Sung Lee, Yuchong Li, Mengye Lyu, Mingchen Ma, Anant Madabhushi, Klaus H. Maier-Hein, Pierre Manceron, Andrés Martínez Mora, Moona Mazher, Felix Meister, Nataliia Molchanova, Steven A. Niederer, Leonard Nürnberg, Jinah Park, Abdul Qayyum, Jonas Richiardi, Antoine Saporta, Branislav Setlák, Ning Shen, Justin Szeto, Constantin Ulrich, Puru Vaish, Vibujithan Vigneshwaran, Leroy Volmer, Zihao Wang, Siqi Wei, Anthony J. Winder, Jelmer M. Wolterink, Maxence Wynen, Chang Yang, Si Young Yie, Mostafa Mehdipour-Ghazi, Akshay Pai, Espen Jimenez-Solem, Sebastian Nørgaard Llambias, Mikael Boesen, Michael Eriksen Benros, Juan Eugenio Iglesias, Mads Nielsen:
Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge. CoRR abs/2604.11679 (2026) - 2025
- [j3]Maxence Wynen, Pedro M. Gordaliza, Maxime Istasse, Anna Stölting, Pietro Maggi, Benoît Macq, Meritxell Bach Cuadra:
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions. Comput. Biol. Medicine 197: 110919 (2025) - [c6]Jaume Banus, Antoine Delaloye, Pedro M. Gordaliza, Costa Georgantas, Ruud B. van Heeswijk, Jonas Richiardi:
NIMOSEF: Neural Implicit Motion and Segmentation Functions. MICCAI (11) 2025: 444-454 - [d2]Nataliia Molchanova, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Charidimos Tsagkas, Daniel S. Reich, Colin Vanden Bulcke, Anna Stölting, Serena Borrelli, Pietro Maggi, Adrien Depeursinge, Cristina Granziera, Henning Müller, Pedro M. Gordaliza, Meritxell Bach Cuadra:
Medical-Image-Analysis-Laboratory/Bench-Explain_DL_Cortical-Lesions: v1.0.1 - Initial Release. Version v1.0.1. Zenodo, 2025 [all versions]
- [d1]Natalia Molchanova, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Charidimos Tsagkas, Daniel S. Reich, Colin Vanden Bulcke, Anna Stölting, Serena Borrelli, Pietro Maggi, Adrien Depeursinge, Cristina Granziera, Henning Müller, Pedro M. Gordaliza, Meritxell Bach Cuadra:
Benchmarking deep learning cortical lesion segmentation in Multiple Sclerosis MRI. Version 2. Zenodo, 2025 [all versions] - [i6]Nataliia Molchanova, Pedro M. Gordaliza, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Haris Tsagkas, Daniel S. Reich, Anna Stölting, Pietro Maggi, Delphine Ribes, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Explainability of AI Uncertainty: Application to Multiple Sclerosis Lesion Segmentation on MRI. CoRR abs/2504.04814 (2025) - [i5]Nataliia Molchanova, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Charidimos Tsagkas, Daniel S. Reich, Colin Vanden Bulcke, Anna Stölting, Serena Borrelli, Pietro Maggi, Adrien Depeursinge, Cristina Granziera, Henning Müller, Pedro M. Gordaliza, Meritxell Bach Cuadra:
Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis. CoRR abs/2507.12092 (2025) - [i4]Thomas Sanchez, Pedro M. Gordaliza, Meritxell Bach Cuadra:
Accounting for Underspecification in Statistical Claims of Model Superiority. CoRR abs/2511.02453 (2025) - [i3]Pedro M. Gordaliza, Nataliia Molchanova, Jaume Banus, Thomas Sanchez, Meritxell Bach Cuadra:
Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts. CoRR abs/2512.09094 (2025) - 2024
- [c5]Maxence Wynen, Maxime Istasse, Pedro M. Gordaliza, Anna Stölting, Pietro Maggi, Benoît Macq, Meritxell Bach Cuadra:
Conflunet: Improving Confluent Lesion Identification In Multiple Sclerosis With Instance Segmentation. ISBI 2024: 1-5 - [c4]Pedro M. Gordaliza, Nataliia Molchanova, Maxence Wynen, Pietro Maggi, Alessandro Cagol, Cristina Granziera, Meritxell Bach Cuadra:
Towards Longitudinal Characterization of Multiple Sclerosis Atrophy Employing SynthSeg Framework and Normative Modeling. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI 2024: 38-51 - [c3]Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis. ISIC/iMIMIC/EARTH/DeCaF@MICCAI 2024: 89-98 - [i2]Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis. CoRR abs/2407.05761 (2024) - 2023
- [j2]Alberto Fernández-Pena, Daniel Martín de Blas, Francisco J. Navas-Sanchez, Luis Marcos-Vidal, Pedro M. Gordaliza, Javier Santonja, Joost Janssen, Susanna Carmona, Manuel Desco, Yasser Alemán-Gómez:
ABLE: Automated Brain Lines Extraction Based on Laplacian Surface Collapse. Neuroinformatics 21(1): 145-162 (2023) - 2022
- [i1]Pedro M. Gordaliza, Juan José Vaquero, Arrate Muñoz-Barrutia:
Translational Lung Imaging Analysis Through Disentangled Representations. CoRR abs/2203.01668 (2022)
2010 – 2019
- 2019
- [c2]Pedro M. Gordaliza, Juan José Vaquero, Sally Sharpe, Fergus Gleeson, Arrate Muñoz-Barrutia:
Tuberculosis Lesions in CT Images Inferred using 3D-CNN and Multi-Task Learning. ISBI 2019: 294-297 - 2018
- [c1]Pedro M. Gordaliza, Juan José Vaquero, Sally Sharpe, Manuel Desco, Arrate Muñoz-Barrutia:
Towards an informational model for tuberculosis lesion discrimination on X-ray CT images. ISBI 2018: 265-268 - 2015
- [j1]Pedro M. Gordaliza, José María Mateos-Pérez, Paula Montesinos, Juan Adan Guzmán-De-Villoria, Manuel Desco, Juan José Vaquero:
Development and validation of an open source quantification tool for DSC-MRI studies. Comput. Biol. Medicine 58: 56-62 (2015)
Coauthor Index
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last updated on 2026-06-27 07:03 CEST by the dblp team
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