Meritxell Bach Cuadra

130 papers A 1B 5Journal 76Unranked 48
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge.
Medical Image Anal.
Vladyslav Zalevskyi, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo-Rojas, Liu Li, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian, Gregor Dovjak, Raphael Gaubert-Rachmühl, Maurice Aschwanden, Qi Zeng, Davood Karimi, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir, Mehul Parikh, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae Won Choi, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro, Kelly Payette, Meritxell Bach Cuadra
2026 J jnl
From 100,000+ images to winning the first brain MRI foundation model challenges: Sharing lessons and models.
CoRR
Pedro M. Gordaliza, Jaume Banus, Benoît Gérin, Maxence Wynen, Nataliia Molchanova, Jonas Richiardi, Meritxell Bach Cuadra
2026 J jnl
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg.
NeuroImage
Ziyao Shang, Misha P. T. Kaandorp, Kelly Payette, Marina Fernandez Garcia, Roxane Licandro, Georg Langs, Jordina Aviles Verdera, Jana Hutter, Bjoern H. Menze, Gregor Kasprian, Meritxell Bach Cuadra, András Jakab
2025 J jnl
Accounting for Underspecification in Statistical Claims of Model Superiority.
CoRR
Thomas Sanchez, Pedro M. Gordaliza, Meritxell Bach Cuadra
2025 J jnl
Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge.
CoRR
Vladyslav Zalevskyi, Thomas Sanchez, Misha P. T. Kaandorp, Margaux Roulet, Diego Fajardo-Rojas, Liu Li, Jana Hutter, Hongwei Bran Li, Matthew J. Barkovich, Hui Ji, Luca Wilhelmi, Aline Dändliker, Céline Steger, Mériam Koob, Yvan Gomez, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Milan Rados, Jordina Aviles Verdera, Gregor Kasprian, Gregor Dovjak, Raphael Gaubert-Rachmühl, Maurice Aschwanden, Qi Zeng, Davood Karimi, Denis Peruzzo, Tommaso Ciceri, Giorgio Longari, Rachika E. Hamadache, Amina Bouzid, Xavier Lladó, Simone Chiarella, Gerard Martí-Juan, Miguel Ángel González Ballester, Marco Castellaro, Marco Pinamonti, Valentina Visani, Robin Cremese, Keïn Sam, Fleur Gaudfernau, Param Ahir, Mehul Parikh, Maximilian Zenk, Michael Baumgartner, Klaus H. Maier-Hein, Li Tianhong, Yang Hong, Zhao Longfei, Domen Preloznik, Ziga Spiclin, Jae Won Choi, Muyang Li, Jia Fu, Guotai Wang, Jingwen Jiang, Lyuyang Tong, Bo Du, Andrea Gondova, Sungmin You, Kiho Im, Abdul Qayyum, Moona Mazher, Steven A. Niederer, András Jakab, Roxane Licandro, Kelly Payette, Meritxell Bach Cuadra
2025 J jnl
Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: a multi-reader study.
CoRR
Tommaso Di Noto, Sofyan Jankowski, Francesco Puccinelli, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Ricardo Corredor-Jerez, Guillaume Saliou, Patric Hagmann, Meritxell Bach Cuadra, Jonas Richiardi
2025 — conf
Automatic Quality Control in Multi-centric Fetal Brain MRI Super-Resolution Reconstruction.
PIPPI@MICCAI
Thomas Sanchez, Vladyslav Zalevskyi, Angeline Mihailov, Gerard Martí-Juan, Elisenda Eixarch, András Jakab, Vincent Dunet, Mériam Koob, Guillaume Auzias, Meritxell Bach Cuadra
2025 J jnl
Automatic quality control in multi-centric fetal brain MRI super-resolution reconstruction.
CoRR
Thomas Sanchez, Vladyslav Zalevskyi, Angeline Mihailov, Gerard Martí-Juan, Elisenda Eixarch, András Jakab, Vincent Dunet, Mériam Koob, Guillaume Auzias, Meritxell Bach Cuadra
2025 J jnl
Benchmarking and Explaining Deep Learning Cortical Lesion MRI Segmentation in Multiple Sclerosis.
CoRR
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
2025 J jnl
Causal Attribution of Model Performance Gaps in Medical Imaging Under Distribution Shifts.
CoRR
Pedro M. Gordaliza, Nataliia Molchanova, Jaume Banus, Thomas Sanchez, Meritxell Bach Cuadra
2025 J jnl
ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions.
Comput. Biol. Medicine
Maxence Wynen, Pedro M. Gordaliza, Maxime Istasse, Anna Stölting, Pietro Maggi, Benoît Macq, Meritxell Bach Cuadra
2025 — conf
Enhancing Corpus Callosum Segmentation in Fetal MRI via Pathology-Informed Domain Randomization.
PIPPI@MICCAI
Marina Grifell i Plana, Vladyslav Zalevskyi, Léa Schmidt, Yvan Gomez, Thomas Sanchez, Vincent Dunet, Mériam Koob, Vanessa Siffredi, Meritxell Bach Cuadra
2025 J jnl
Enhancing Corpus Callosum Segmentation in Fetal MRI via Pathology-Informed Domain Randomization.
CoRR
Marina Grifell i Plana, Vladyslav Zalevskyi, Léa Schmidt, Yvan Gomez, Thomas Sanchez, Vincent Dunet, Mériam Koob, Vanessa Siffredi, Meritxell Bach Cuadra
2025 J jnl
Explainability of AI Uncertainty: Application to Multiple Sclerosis Lesion Segmentation on MRI.
CoRR
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
2025 B conf
Explainable AI and Trust, Design Methodologies to Explore Patients' Perspective.
CBMS
Wen Zhan, Margherita Motta, Sebastian Baez-Lugo, Nicolas Henchoz, Meritxell Bach Cuadra, Delphine Ribes Lemay
2025 J jnl
Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations.
CoRR
Maik Dannecker, Thomas Sanchez, Meritxell Bach Cuadra, Özgün Turgut, Anthony N. Price, Lucilio Cordero-Grande, Vanessa Kyriakopoulou, Joseph V. Hajnal, Daniel Rueckert
2025 J jnl
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results.
IEEE Trans. Medical Imaging
Kelly Payette, Céline Steger, Roxane Licandro, Priscille de Dumast, Hongwei Bran Li, Matthew J. Barkovich, Liu Li, Maik Dannecker, Chen Chen, Cheng Ouyang, Niccolò McConnell, Alina Dana Miron, Yongmin Li, Alena Uus, Irina Grigorescu, Paula Ramirez Gilliland, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Haoyu Wang, Ziyan Huang, Jin Ye, Mireia Alenyà, Valentin Comte, Oscar Camara, Jean-Baptiste Masson, Astrid Nilsson, Charlotte Godard, Moona Mazher, Abdul Qayyum, Yibo Gao, Hangqi Zhou, Shangqi Gao, Jia Fu, Guiming Dong, Guotai Wang, ZunHyan Rieu, HyeonSik Yang, Minwoo Lee, Szymon Plotka, Michal K. Grzeszczyk, Arkadiusz Sitek, Luisa Vargas Daza, Santiago Usma, Pablo Arbeláez, Wenying Lu, Wenhao Zhang, Jing Liang, Romain Valabrègue, Anand A. Joshi, Krishna N. Nayak, Richard M. Leahy, Luca Wilhelmi, Aline Dändliker, Hui Ji, Antonio G. Gennari, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Gregor Kasprian, Gregor Dovjak, Milan Rados, Lana Vasung, Meritxell Bach Cuadra, András Jakab
2025 — conf
Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping.
PIPPI@MICCAI
Busra Bulut, Maik Dannecker, Thomas Sanchez, Sara Neves Silva, Vladyslav Zalevskyi, Steven Jia, Jean-Baptiste Ledoux, Guillaume Auzias, François Rousseau, Jana Hutter, Daniel Rueckert, Meritxell Bach Cuadra
2025 J jnl
Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping.
CoRR
Busra Bulut, Maik Dannecker, Thomas Sanchez, Sara Neves Silva, Vladyslav Zalevskyi, Steven Jia, Jean-Baptiste Ledoux, Guillaume Auzias, François Rousseau, Jana Hutter, Daniel Rueckert, Meritxell Bach Cuadra
2025 — conf
Segmenting Infant Brains Across Magnetic Fields: Domain Randomization and Annotation Curation in Ultra-low Field MRI.
LISA@MICCAI
Vladyslav Zalevskyi, Busra Bulut, Thomas Sanchez, Meritxell Bach Cuadra
2025 J jnl
Structural-based uncertainty in deep learning across anatomical scales: Analysis in white matter lesion segmentation.
Comput. Biol. Medicine
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark J. F. Gales, Cristina Granziera, Henning Müller, Mara Graziani, Meritxell Bach Cuadra
2025 J jnl
T2 mapping at 0.55 T using Ultra-Fast Spin Echo MRI.
CoRR
Margaux Roulet, Hamza Kebiri, Busra Bulut, Vladyslav Zalevskyi, Thomas Sanchez, Jean-Baptiste Ledoux, Vincent Dunet, Mériam Koob, Tom Hilbert, Tobias Kober, Erick Jorge Canales-Rodríguez, Meritxell Bach Cuadra
2025 J jnl
Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg.
CoRR
Ziyao Shang, Misha P. T. Kaandorp, Kelly Payette, Marina Fernandez Garcia, Roxane Licandro, Georg Langs, Jordina Aviles Verdera, Jana Hutter, Bjoern H. Menze, Gregor Kasprian, Meritxell Bach Cuadra, András Jakab
2024 — conf
Assessing Data Quality on Fetal Brain MRI Reconstruction: A Multi-site and Multi-rater Study.
PIPPI@MICCAI
Thomas Sanchez, Angeline Mihailov, Yvan Gomez, Gerard Martí-Juan, Elisenda Eixarch, András Jakab, Vincent Dunet, Mériam Koob, Guillaume Auzias, Meritxell Bach Cuadra
2024 — conf
Conflunet: Improving Confluent Lesion Identification In Multiple Sclerosis With Instance Segmentation.
ISBI
Maxence Wynen, Maxime Istasse, Pedro M. Gordaliza, Anna Stölting, Pietro Maggi, Benoît Macq, Meritxell Bach Cuadra
2024 — conf
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains.
ISBI
Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran, Davood Karimi, Hamza Kebiri, Meritxell Bach Cuadra
2024 J jnl
Deep learning microstructure estimation of developing brains from diffusion MRI: A newborn and fetal study.
Medical Image Anal.
Hamza Kebiri, Ali Gholipour, Rizhong Lin, Lana Vasung, Camilo Calixto, Zeljka Krsnik, Davood Karimi, Meritxell Bach Cuadra
2024 — conf
Exploiting XAI Maps to Improve MS Lesion Segmentation and Detection in MRI.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
Federico Spagnolo, Nataliia Molchanova, Mario Ocampo-Pineda, Lester Melie-García, Meritxell Bach Cuadra, Cristina Granziera, Vincent Andrearczyk, Adrien Depeursinge
2024 J jnl
Exploiting XAI maps to improve MS lesion segmentation and detection in MRI.
CoRR
Federico Spagnolo, Nataliia Molchanova, Mario Ocampo-Pineda, Lester Melie-García, Meritxell Bach Cuadra, Cristina Granziera, Vincent Andrearczyk, Adrien Depeursinge
2024 J jnl
FetMRQC: A robust quality control system for multi-centric fetal brain MRI.
Medical Image Anal.
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, András Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra
2024 — conf
Ground-Truth Effects in Learning-Based Fiber Orientation Distribution Estimation in Neonatal Brains.
CDMRI@MICCAI
Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean-Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra
2024 J jnl
Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains.
CoRR
Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean-Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra
2024 — conf
Improving Cross-Domain Brain Tissue Segmentation in Fetal MRI with Synthetic Data.
MICCAI (1)
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Jordina Aviles Verdera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra
2024 J jnl
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data.
CoRR
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Jordina Aviles Verdera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra
2024 J jnl
Instance-level quantitative saliency in multiple sclerosis lesion segmentation.
CoRR
Federico Spagnolo, Nataliia Molchanova, Roger Schaer, Meritxell Bach Cuadra, Mario Ocampo-Pineda, Lester Melie-García, Cristina Granziera, Vincent Andrearczyk, Adrien Depeursinge
2024 — conf
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
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
2024 J jnl
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis.
CoRR
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
2024 J jnl
Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning.
CoRR
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Hélène Lajous, Jordina Aviles Verdera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra
2024 — conf
Towards Longitudinal Characterization of Multiple Sclerosis Atrophy Employing SynthSeg Framework and Normative Modeling.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Pedro M. Gordaliza, Nataliia Molchanova, Maxence Wynen, Pietro Maggi, Alessandro Cagol, Cristina Granziera, Meritxell Bach Cuadra
2023 J jnl
BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-µm resolution for magnetic resonance methods development.
NeuroImage
Cristina Sainz Martinez, Meritxell Bach Cuadra, João Jorge
2023 J jnl
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains.
CoRR
Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran, Davood Karimi, Hamza Kebiri, Meritxell Bach Cuadra
2023 J jnl
Direct segmentation of brain white matter tracts in diffusion MRI.
CoRR
Hamza Kebiri, Ali Gholipour, Meritxell Bach Cuadra, Davood Karimi
2023 — conf
Domain Generalization in Fetal Brain MRI Segmentation with Multi-Reconstruction Augmentation.
ISBI
Priscille de Dumast, Meritxell Bach Cuadra
2023 — conf
FetMRQC: Automated Quality Control for Fetal Brain MRI.
PIPPI@MICCAI
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Elisenda Eixarch, Meritxell Bach Cuadra
2023 J jnl
FetMRQC: Automated Quality Control for fetal brain MRI.
CoRR
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Elisenda Eixarch, Meritxell Bach Cuadra
2023 J jnl
FetMRQC: an open-source machine learning framework for multi-centric fetal brain MRI quality control.
CoRR
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, András Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra
2023 J jnl
Fetal brain tissue annotation and segmentation challenge results.
Medical Image Anal.
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, Kuanlun Liao, Yixuan Wu, Jintai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
2023 — conf
Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis.
ISBI
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra
2023 — conf
Robust Estimation of the Microstructure of the Early Developing Brain Using Deep Learning.
MICCAI (7)
Hamza Kebiri, Ali Gholipour, Rizhong Lin, Lana Vasung, Davood Karimi, Meritxell Bach Cuadra
2023 — conf
Self-Supervised Isotropic Superresolution Fetal Brain MRI.
ISBI
Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla
2023 — conf
Simulation-Based Parameter Optimization for Fetal Brain MRI Super-Resolution Reconstruction.
MICCAI (7)
Priscille de Dumast, Thomas Sanchez, Hélène Lajous, Meritxell Bach Cuadra
2023 J jnl
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation.
CoRR
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark J. F. Gales, Cristina Granziera, Henning Müller, Mara Graziani, Meritxell Bach Cuadra
2023 — conf
Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation.
ISBI
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales
2023 J jnl
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation.
CoRR
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales
2023 J jnl
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge.
Neuroinformatics
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2022 J jnl
Connectome Mapper 3: A Flexible and Open-Source Pipeline Software for Multiscale Multimodal Human Connectome Mapping.
J. Open Source Softw.
Sébastien Tourbier, Joan Rué Queralt, Katharina Glomb, Yasser Alemán-Gómez, Emeline Mullier, Alessandra Griffa, Mikkel Schöttner, Jonathan Wirsich, Mustafa Anil Tuncel, Jakub Jancovic, Meritxell Bach Cuadra, Patric Hagmann
2022 J jnl
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues.
CoRR
Francesco La Rosa, Maxence Wynen, Omar Al-Louzi, Erin S. Beck, Till Huelnhagen, Pietro Maggi, Jean-Philippe Thiran, Tobias Kober, Russell T. Shinohara, Pascal Sati, Daniel S. Reich, Cristina Granziera, Martina Absinta, Meritxell Bach Cuadra
2022 J jnl
Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation.
CoRR
Priscille de Dumast, Meritxell Bach Cuadra
2022 J jnl
Fetal Brain Tissue Annotation and Segmentation Challenge Results.
CoRR
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, Kuanlun Liao, Yixuan Wu, Jintai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
2022 J jnl
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis.
CoRR
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra
2022 J jnl
Self-Supervised Isotropic Superresolution Fetal Brain MRI.
CoRR
Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla
2022 J jnl
Shifts 2.0: Extending The Dataset of Real Distributional Shifts.
CoRR
Andrey Malinin, Andreas Athanasopoulos, Muhamed Barakovic, Meritxell Bach Cuadra, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Nikolay Kartashev, Konstantinos Kyriakopoulos, Po-Jui Lu, Nataliia Molchanova, Antonis Nikitakis, Vatsal Raina, Francesco La Rosa, Eli Sivena, Vasileios Tsarsitalidis, Efi Tsompopoulou, Elena Volf
2022 — conf
Slice Estimation in Diffusion MRI of Neonatal and Fetal Brains in Image and Spherical Harmonics Domains Using Autoencoders.
CDMRI@MICCAI
Hamza Kebiri, Gabriel Girard, Yasser Alemán-Gómez, Thomas Yu, András Jakab, Erick Jorge Canales-Rodríguez, Meritxell Bach Cuadra
2022 — conf
Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI.
MICCAI (6)
Athena Taymourtash, Hamza Kebiri, Ernst Schwartz, Karl-Heinz Nenning, Sébastien Tourbier, Gregor Kasprian, Daniela Prayer, Meritxell Bach Cuadra, Georg Langs
2022 — conf
Synthetic Magnetic Resonance Images for Domain Adaptation: Application to Fetal Brain Tissue Segmentation.
ISBI
Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra
2022 J jnl
Transfer learning with weak labels from radiology reports: application to glioma change detection.
CoRR
Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi
2022 J jnl
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI.
CoRR
Thomas Yu, Tom Hilbert, Gian Franco Piredda, Arun Joseph, Gabriele Bonanno, Salim Zenkhri, Patrick Omoumi, Meritxell Bach Cuadra, Erick Jorge Canales-Rodríguez, Tobias Kober, Jean-Philippe Thiran
2021 J jnl
4D iterative reconstruction of brain fMRI in the moving fetus.
CoRR
Athena Taymourtash, Hamza Kebiri, Sébastien Tourbier, Ernst Schwartz, Karl-Heinz Nenning, Roxane Licandro, Daniel Sobotka, Hélène Lajous, Priscille de Dumast, Meritxell Bach Cuadra, Georg Langs
2021 — conf
Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change Detection Using Radiology Report Classification.
PKDD/ECML Workshops (2)
Tommaso Di Noto, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2021 J jnl
FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom.
CoRR
Hélène Lajous, Christopher W. Roy, Tom Hilbert, Priscille de Dumast, Sébastien Tourbier, Yasser Alemán-Gómez, Jérôme Yerly, Thomas Yu, Hamza Kebiri, Kelly Payette, Jean-Baptiste Ledoux, Reto Meuli, Patric Hagmann, András Jakab, Vincent Dunet, Mériam Koob, Tobias Kober, Matthias Stuber, Meritxell Bach Cuadra
2021 J jnl
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients.
Comput. Biol. Medicine
Francesco La Rosa, Thomas Yu, Germán Barquero, Jean-Philippe Thiran, Cristina Granziera, Meritxell Bach Cuadra
2021 J jnl
Model-informed machine learning for multi-component T2 relaxometry.
Medical Image Anal.
Thomas Yu, Erick Jorge Canales-Rodríguez, Marco Pizzolato, Gian Franco Piredda, Tom Hilbert, Elda Fischi Gomez, Matthias Weigel, Muhamed Barakovic, Meritxell Bach Cuadra, Cristina Granziera, Tobias Kober, Jean-Philippe Thiran
2021 — conf
Quantitative Evaluation of Enhanced Multi-plane Clinical Fetal Diffusion MRI with a Crossing-Fiber Phantom.
CDMRI@MICCAI
Hamza Kebiri, Hélène Lajous, Yasser Alemán-Gómez, Gabriel Girard, Erick Jorge Canales-Rodríguez, Sébastien Tourbier, Marco Pizzolato, Jean-Baptiste Ledoux, Eleonora Fornari, András Jakab, Meritxell Bach Cuadra
2021 — conf
Segmentation of the Cortical Plate in Fetal Brain MRI with a Topological Loss.
UNSURE/PIPPI@MICCAI
Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra
2021 — conf
Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution Reconstruction.
UNSURE/PIPPI@MICCAI
Hélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Yasser Alemán-Gómez, Thomas Yu, Hamza Kebiri, Jean-Baptiste Ledoux, Patric Hagmann, Reto Meuli, Vincent Dunet, Mériam Koob, Matthias Stuber, Tobias Kober, Meritxell Bach Cuadra
2021 J jnl
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation.
CoRR
Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra
2021 J jnl
Weak labels and anatomical knowledge: making deep learning practical for intracranial aneurysm detection in TOF-MRA.
CoRR
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2020 J jnl
A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset.
CoRR
Kelly Payette, Priscille de Dumast, Hamza Kebiri, Ivan Ezhov, Johannes C. Paetzold, Suprosanna Shit, Asim Iqbal, Romesa Khan, Raimund Kottke, Patrice Grehten, Hui Ji, Levente Lanczi, Marianna Nagy, Monika Beresova, Thi Dao Nguyen, Giancarlo Natalucci, Theofanis Karayannis, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
2020 — conf
An Anatomically-Informed 3D CNN for Brain Aneurysm Classification with Weak Labels.
MLCN/RNO-AI@MICCAI
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2020 J jnl
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels.
CoRR
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
2020 — conf
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI.
MICCAI (4)
Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
2020 J jnl
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI.
CoRR
Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
2020 J jnl
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction.
IEEE Trans. Medical Imaging
Maria Deprez, Anthony Price, Daan Christiaens, Georgia Lockwood Estrin, Lucilio Cordero-Grande, Jana Hutter, Alessandro Daducci, Jacques-Donald Tournier, Mary A. Rutherford, Serena J. Counsell, Meritxell Bach Cuadra, Joseph V. Hajnal
2020 J jnl
Segmentation of the cortical plate in fetal brain MRI with a topological loss.
CoRR
Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra
2020 — conf
T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions.
MICCAI (2)
Hélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Thomas Yu, Jean-Philippe Thiran, Jean-Baptiste Ledoux, Davide Piccini, Patric Hagmann, Reto Meuli, Tobias Kober, Matthias Stuber, Ruud B. van Heeswijk, Meritxell Bach Cuadra
2019 — conf
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps.
MIDL
Huu-Giao Nguyen, Alessia Pica, Jan Hrbacek, Damien C. Weber, Francesco La Rosa, Ann Schalenbourg, Raphael Sznitman, Meritxell Bach Cuadra
2018 — conf
Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs.
COMPAY/OMIA@MICCAI
Huu-Giao Nguyen, Alessia Pica, Philippe Maeder, Ann Schalenbourg, Marta Peroni, Jan Hrbacek, Damien C. Weber, Meritxell Bach Cuadra, Raphael Sznitman
2018 — conf
Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis.
BrainLes@MICCAI (1)
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
2018 J jnl
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis.
CoRR
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
2017 J jnl
Automated template-based brain localization and extraction for fetal brain MRI reconstruction.
NeuroImage
Sébastien Tourbier, Clemente Velasco-Annis, Vahid Taimouri, Patric Hagmann, Reto Meuli, Simon K. Warfield, Meritxell Bach Cuadra, Ali Gholipour
2017 — conf
Segmentation of Cortical and Subcortical Multiple Sclerosis Lesions Based on Constrained Partial Volume Modeling.
MICCAI (3)
Mário João Fartaria, Alexis Roche, Reto Meuli, Cristina Granziera, Tobias Kober, Meritxell Bach Cuadra
2017 — conf
Towards an Automated Segmentation of the Ventro-Intermediate Thalamic Nucleus.
CARE/CLIP@MICCAI
Elena Najdenovska, Constantin Tuleasca, João Jorge, José P. Marques, Philippe Maeder, Jean-Philippe Thiran, Marc Levivier, Meritxell Bach Cuadra
2016 J jnl
Diffantom: Whole-Brain Diffusion MRI Phantoms Derived from Real Datasets of the Human Connectome Project.
Frontiers Neuroinformatics
Oscar Esteban, Emmanuel Caruyer, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos
2016 J jnl
Surface-driven registration method for the structure-informed segmentation of diffusion MR images.
NeuroImage
Oscar Esteban, Dominique Zosso, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos
2015 J jnl
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization.
NeuroImage
Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
2015 B conf
Automatic brain extraction in fetal MRI using multi-atlas-based segmentation.
Image Processing
Sébastien Tourbier, Patric Hagmann, Maud Cagneaux, Laurent Guibaud, Subrahmanyam Gorthi, Marie Schaer, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
2015 J jnl
Landmark Detection for Fusion of Fundus and MRI Toward a Patient-Specific Multimodal Eye Model.
IEEE Trans. Biomed. Eng.
Sandro I. De Zanet, Carlos Ciller, Tobias Rudolph, Philippe Maeder, Francis L. Munier, Aubin Balmer, Meritxell Bach Cuadra, Jens Kowal
2014 — conf
Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction.
MICCAI (2)
Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
2014 J jnl
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge.
IEEE Trans. Medical Imaging
Sylvia Rueda, Sana Fathima, Caroline L. Knight, Mohammad Yaqub, Aris T. Papageorghiou, Bahbibi Rahmatullah, Alessandro Foi, Matteo Maggioni, Antonietta Pepe, Jussi Tohka, Richard V. Stebbing, John McManigle, Anca Ciurte, Xavier Bresson, Meritxell Bach Cuadra, Changming Sun, Gennady V. Ponomarev, Mikhail S. Gelfand, Marat D. Kazanov, Ching-Wei Wang, Hsiang-Chou Chen, Chun-Wei Peng, Chu-Mei Hung, J. Alison Noble
2014 J jnl
MBIS: Multivariate Bayesian Image Segmentation Tool.
CoRR
Oscar Esteban, Gert Wollny, Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra
2014 J jnl
MBIS: Multivariate Bayesian Image Segmentation tool.
Comput. Methods Programs Biomed.
Oscar Esteban, Gert Wollny, Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra
2014 — conf
Simulation-based evaluation of susceptibility distortion correction methods in diffusion MRI for connectivity analysis.
ISBI
Oscar Esteban, Alessandro Daducci, Emmanuel Caruyer, Kieran O'Brien, María J. Ledesma-Carbayo, Meritxell Bach Cuadra, Andrés Santos
2013 J jnl
Weighted Shape-Based Averaging With Neighborhood Prior Model for Multiple Atlas Fusion-Based Medical Image Segmentation.
IEEE Signal Process. Lett.
Subrahmanyam Gorthi, Meritxell Bach Cuadra, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran
2012 — conf
Evaluation of atlas fusion strategies for segmentation of head and neck lymph nodes for radiotherapy planning.
ISBI
Subrahmanyam Gorthi, Meritxell Bach Cuadra, Ulrike Schick, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran
2011 J jnl
A review of atlas-based segmentation for magnetic resonance brain images.
Comput. Methods Programs Biomed.
Mariano Cabezas, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Meritxell Bach Cuadra
2011 J jnl
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework.
Medical Image Anal.
Subrahmanyam Gorthi, Valerie Duay, Xavier Bresson, Meritxell Bach Cuadra, Francisco Javier Sánchez Castro, Claudio Pollo, Abdelkarim Allal, Jean-Philippe Thiran
2011 — conf
An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features.
ISBI
Anca Ciurte, Nawal Houhou, Sergiu Nedevschi, Alessia Pica, Francis L. Munier, Jean-Philippe Thiran, Xavier Bresson, Meritxell Bach Cuadra
2011 B conf
Comparison of energy minimization methods for 3-D brain tissue classification.
ICIP
Subrahmanyam Gorthi, Jean-Philippe Thiran, Meritxell Bach Cuadra
2011 J jnl
On the convergence of EM-like algorithms for image segmentation using Markov random fields.
Medical Image Anal.
Alexis Roche, Delphine Ribes, Meritxell Bach Cuadra, Gunnar Krüger
2011 B conf
Towards a diffusion image processing validation and accuracy prediction framework.
ICIP
Francesca Pizzorni Ferrarese, Alessandro Daducci, Meritxell Bach Cuadra, Alia Lemkaddem, Cristina Granziera, Jean-Philippe Thiran, Gloria Menegaz
2009 J jnl
A multidimensional segmentation evaluation for medical image data.
Comput. Methods Programs Biomed.
Rubén Cárdenes, Rodrigo de Luis García, Meritxell Bach Cuadra
2009 J jnl
Segmentation of Head and Neck Lymph Node Regions for Radiotherapy Planning Using Active Contour-Based Atlas Registration.
IEEE J. Sel. Top. Signal Process.
Subrahmanyam Gorthi, Valerie Duay, Nawal Houhou, Meritxell Bach Cuadra, Ulrike Schick, Minerva Becker, Abdelkarim Allal, Jean-Philippe Thiran
2008 J jnl
A Surface-Based Approach to Quantify Local Cortical Gyrification.
IEEE Trans. Medical Imaging
Marie Schaer, Meritxell Bach Cuadra, Lucas Tamarit, François Lazeyras, Stephan Eliez, Jean-Philippe Thiran
2008 — conf
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation.
MICCAI (2)
Valerie Duay, Xavier Bresson, Francisco Javier Sánchez Castro, Claudio Pollo, Meritxell Bach Cuadra, Jean-Philippe Thiran
2008 B conf
Bi-planar 2D-to-3D registration in Fourier domain for stereoscopic x-ray motion tracking.
Image Processing
Dominique Zosso, Benoît Le Callennec, Meritxell Bach Cuadra, Kamiar Aminian, Brigitte M. Jolles, Jean-Philippe Thiran
2008 — conf
Brain surface segmentation of Magnetic Resonance images of the fetus.
EUSIPCO
D. Ferrario, Meritxell Bach Cuadra, Marie Schaer, Nawal Houhou, Dominique Zosso, Stephan Eliez, Laurent Guibaud, Jean-Philippe Thiran
2008 — conf
Fast bias field correction for 9.4 tesla magnetic resonance imaging.
EUSIPCO
X. Pena Pina, Meritxell Bach Cuadra, Nicolas Kunz, Nathalie Just, Rolf Gruetter, Jean-Philippe Thiran
2007 — conf
Registration of multiple regions derived from the optical flow model and the active contour framework.
EUSIPCO
Valerie Duay, Xavier Bresson, Nawal Houhou, Meritxell Bach Cuadra, Jean-Philippe Thiran
2006 J jnl
A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms.
IEEE Trans. Medical Imaging
Francisco Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Olivier Cuisenaire, Meritxell Bach Cuadra, Jean-Guy Villemure, Jean-Philippe Thiran
2006 — conf
Dense deformation field estimation for atlas registration using the active contour framework.
EUSIPCO
Valerie Duay, Meritxell Bach Cuadra, Xavier Bresson, Jean-Philippe Thiran
2006 J jnl
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images.
Comput. Methods Programs Biomed.
Meritxell Bach Cuadra, Mathieu De Craene, Valerie Duay, Benoît Macq, Claudio Pollo, Jean-Philippe Thiran
2005 J jnl
Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images.
IEEE Trans. Medical Imaging
Meritxell Bach Cuadra, Leila Cammoun, Torsten Butz, Olivier Cuisenaire, Jean-Philippe Thiran
2005 A conf
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation.
MICCAI
Francisco Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
2005 — conf
Region-based satellite image classification: method and validation.
ICIP (3)
Xavier Gigandet, Meritxell Bach Cuadra, Abram Pointet, Leila Cammoun, Régis Caloz, Jean-Philippe Thiran
2005 J jnl
Segmentation of brain structures in presence of a space-occupying lesion.
NeuroImage
Claudio Pollo, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
2004 J jnl
Atlas-based segmentation of pathological MR brain images using a model of lesion growth.
IEEE Trans. Medical Imaging
Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
2003 — conf
Atlas-based segmentation of pathological brain MR images.
ICIP (1)
Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
2002 — conf
Atlas-Based Segmentation of Pathological Brains Using a Model of Tumor Growth.
MICCAI (1)
Meritxell Bach Cuadra, J. Gomez, Patric Hagmann, Claudio Pollo, Jean-Guy Villemure, Benoit M. Dawant, Jean-Philippe Thiran
2002 — conf
Validation of Tissue Modelization and Classification Techniques in T1-Weighted MR Brain Images.
MICCAI (1)
Meritxell Bach Cuadra, Bram Platel, Eduardo Solanas, Torsten Butz, Jean-Philippe Thiran
2001 — conf
Automatic segmentation of internal structures of the brain in MR images using a tandem of affine and non-rigid registration of an anatomical brain atlas.
ICIP (3)
Meritxell Bach Cuadra, Olivier Cuisenaire, Reto Meuli, Jean-Philippe Thiran