Meritxell Bach Cuadra

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 60

Top Topics

Lesion Segmentation

Multiple Sclerosis

Top Venues

Medical Image Anal.

Publications

Hamza Kebiri, Ali Gholipour, Rizhong Lin, Lana Vasung, Camilo Calixto, Zeljka Krsnik, Davood Karimi, Meritxell Bach Cuadra
Deep learning microstructure estimation of developing brains from diffusion MRI: A newborn and fetal study. Medical Image Anal. 95 (2024)
Federico Spagnolo, Nataliia Molchanova, Roger Schaer, Meritxell Bach Cuadra, Mario Ocampo-Pineda, Lester Melie-García, Cristina Granziera, Vincent Andrearczyk, Adrien Depeursinge
Instance-level quantitative saliency in multiple sclerosis lesion segmentation. CoRR (2024)
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 (2024)
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, András Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra
FetMRQC: A robust quality control system for multi-centric fetal brain MRI. Medical Image Anal. 97 (2024)
Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Jordina Aviles Verdera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data. CoRR (2024)
Hamza Kebiri, Ali Gholipour, Meritxell Bach Cuadra, Davood Karimi
Direct segmentation of brain white matter tracts in diffusion MRI. CoRR (2023)
Priscille de Dumast, Meritxell Bach Cuadra
Domain Generalization in Fetal Brain MRI Segmentation with Multi-Reconstruction Augmentation. ISBI (2023)
Cristina Sainz Martinez, Meritxell Bach Cuadra, João Jorge
BigBrain-MR: a new digital phantom with anatomically-realistic magnetic resonance properties at 100-µm resolution for magnetic resonance methods development. NeuroImage 273 (2023)
Priscille de Dumast, Thomas Sanchez, Hélène Lajous, Meritxell Bach Cuadra
Simulation-Based Parameter Optimization for Fetal Brain MRI Super-Resolution Reconstruction. MICCAI (7) (2023)
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation. CoRR (2023)
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Elisenda Eixarch, Meritxell Bach Cuadra
FetMRQC: Automated Quality Control for Fetal Brain MRI. PIPPI@MICCAI (2023)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge. Neuroinformatics 21 (1) (2023)
Hamza Kebiri, Ali Gholipour, Rizhong Lin, Lana Vasung, Davood Karimi, Meritxell Bach Cuadra
Robust Estimation of the Microstructure of the Early Developing Brain Using Deep Learning. MICCAI (7) (2023)
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
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88 (2023)
Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales
Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation. ISBI (2023)
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra
Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis. ISBI (2023)
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Elisenda Eixarch, Meritxell Bach Cuadra
FetMRQC: Automated Quality Control for fetal brain MRI. CoRR (2023)
Rizhong Lin, Ali Gholipour, Jean-Philippe Thiran, Davood Karimi, Hamza Kebiri, Meritxell Bach Cuadra
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains. CoRR (2023)
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark J. F. Gales, Cristina Granziera, Henning Müller, Mara Graziani, Meritxell Bach Cuadra
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation. CoRR (2023)
Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla
Self-Supervised Isotropic Superresolution Fetal Brain MRI. ISBI (2023)
Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, András Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra
FetMRQC: an open-source machine learning framework for multi-centric fetal brain MRI quality control. CoRR (2023)
Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla
Self-Supervised Isotropic Superresolution Fetal Brain MRI. CoRR (2022)
Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra
Synthetic Magnetic Resonance Images for Domain Adaptation: Application to Fetal Brain Tissue Segmentation. ISBI (2022)
Athena Taymourtash, Hamza Kebiri, Ernst Schwartz, Karl-Heinz Nenning, Sébastien Tourbier, Gregor Kasprian, Daniela Prayer, Meritxell Bach Cuadra, Georg Langs
Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI. MICCAI (6) (2022)
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
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI. CoRR (2022)
Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi
Transfer learning with weak labels from radiology reports: application to glioma change detection. CoRR (2022)
Hamza Kebiri, Gabriel Girard, Yasser Alemán-Gómez, Thomas Yu, András Jakab, Erick Jorge Canales-Rodríguez, Meritxell Bach Cuadra
Slice Estimation in Diffusion MRI of Neonatal and Fetal Brains in Image and Spherical Harmonics Domains Using Autoencoders. CDMRI@MICCAI (2022)
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis. CoRR (2022)
Priscille de Dumast, Meritxell Bach Cuadra
Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation. CoRR (2022)
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
Connectome Mapper 3: A Flexible and Open-Source Pipeline Software for Multiscale Multimodal Human Connectome Mapping. J. Open Source Softw. 7 (74) (2022)
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 Fadida-Specktor, 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
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR (2022)
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
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues. CoRR (2022)
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
Shifts 2.0: Extending The Dataset of Real Distributional Shifts. CoRR (2022)
Francesco La Rosa, Thomas Yu, Germán Barquero, Jean-Philippe Thiran, Cristina Granziera, Meritxell Bach Cuadra
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients. Comput. Biol. Medicine 132 (2021)
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
Quantitative Evaluation of Enhanced Multi-plane Clinical Fetal Diffusion MRI with a Crossing-Fiber Phantom. CDMRI@MICCAI (2021)
Priscille de Dumast, Hamza Kebiri, Kelly Payette, András Jakab, Hélène Lajous, Meritxell Bach Cuadra
Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation. CoRR (2021)
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
4D iterative reconstruction of brain fMRI in the moving fetus. CoRR (2021)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Oscar Esteban, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Weak labels and anatomical knowledge: making deep learning practical for intracranial aneurysm detection in TOF-MRA. CoRR (2021)
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
Model-informed machine learning for multi-component T2 relaxometry. Medical Image Anal. 69 (2021)
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
FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom. CoRR (2021)
Tommaso Di Noto, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change Detection Using Radiology Report Classification. PKDD/ECML Workshops (2) (2021)
Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra
Segmentation of the Cortical Plate in Fetal Brain MRI with a Topological Loss. UNSURE/PIPPI@MICCAI (2021)
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
Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution Reconstruction. UNSURE/PIPPI@MICCAI (2021)
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
A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset. CoRR (2020)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
An Anatomically-Informed 3D CNN for Brain Aneurysm Classification with Weak Labels. MLCN/RNO-AI@MICCAI (2020)
Tommaso Di Noto, Guillaume Marie, Sébastien Tourbier, Yasser Alemán-Gómez, Guillaume Saliou, Meritxell Bach Cuadra, Patric Hagmann, Jonas Richiardi
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels. CoRR (2020)
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
T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions. MICCAI (2) (2020)
Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. MICCAI (4) (2020)
Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra
Segmentation of the cortical plate in fetal brain MRI with a topological loss. CoRR (2020)
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
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction. IEEE Trans. Medical Imaging 39 (4) (2020)
Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. CoRR (2020)
Huu-Giao Nguyen, Alessia Pica, Jan Hrbacek, Damien C. Weber, Francesco La Rosa, Ann Schalenbourg, Raphael Sznitman, Meritxell Bach Cuadra
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps. MIDL (2019)
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis. CoRR (2018)
Huu-Giao Nguyen, Alessia Pica, Philippe Maeder, Ann Schalenbourg, Marta Peroni, Jan Hrbacek, Damien C. Weber, Meritxell Bach Cuadra, Raphael Sznitman
Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs. COMPAY/OMIA@MICCAI (2018)
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra
Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis. BrainLes@MICCAI (1) (2018)
Elena Najdenovska, Constantin Tuleasca, João Jorge, José P. Marques, Philippe Maeder, Jean-Philippe Thiran, Marc Levivier, Meritxell Bach Cuadra
Towards an Automated Segmentation of the Ventro-Intermediate Thalamic Nucleus. CARE/CLIP@MICCAI (2017)
Sébastien Tourbier, Clemente Velasco-Annis, Vahid Taimouri, Patric Hagmann, Reto Meuli, Simon K. Warfield, Meritxell Bach Cuadra, Ali Gholipour
Automated template-based brain localization and extraction for fetal brain MRI reconstruction. NeuroImage 155 (2017)
Mário João Fartaria, Alexis Roche, Reto Meuli, Cristina Granziera, Tobias Kober, Meritxell Bach Cuadra
Segmentation of Cortical and Subcortical Multiple Sclerosis Lesions Based on Constrained Partial Volume Modeling. MICCAI (3) (2017)
Oscar Esteban, Dominique Zosso, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos
Surface-driven registration method for the structure-informed segmentation of diffusion MR images. NeuroImage 139 (2016)
Oscar Esteban, Emmanuel Caruyer, Alessandro Daducci, Meritxell Bach Cuadra, María J. Ledesma-Carbayo, Andrés Santos
Diffantom: Whole-Brain Diffusion MRI Phantoms Derived from Real Datasets of the Human Connectome Project. Frontiers Neuroinformatics 10 (2016)
Sandro I. De Zanet, Carlos Ciller, Tobias Rudolph, Philippe Maeder, Francis L. Munier, Aubin Balmer, Meritxell Bach Cuadra, Jens Kowal
Landmark Detection for Fusion of Fundus and MRI Toward a Patient-Specific Multimodal Eye Model. IEEE Trans. Biomed. Eng. 62 (2) (2015)
Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization. NeuroImage 118 (2015)
Sébastien Tourbier, Patric Hagmann, Maud Cagneaux, Laurent Guibaud, Sai Subrahmanyam Gorthi, Marie Schaer, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
Automatic brain extraction in fetal MRI using multi-atlas-based segmentation. Medical Imaging: Image Processing (2015)
Oscar Esteban, Alessandro Daducci, Emmanuel Caruyer, Kieran O'Brien, María J. Ledesma-Carbayo, Meritxell Bach Cuadra, Andrés Santos
Simulation-based evaluation of susceptibility distortion correction methods in diffusion MRI for connectivity analysis. ISBI (2014)
Sébastien Tourbier, Xavier Bresson, Patric Hagmann, Jean-Philippe Thiran, Reto Meuli, Meritxell Bach Cuadra
Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction. MICCAI (2) (2014)
Sylvia Rueda, Sana Fathima, Caroline L. Knight, Mohammad Yaqub, Aris 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
Evaluation and Comparison of Current Fetal Ultrasound Image Segmentation Methods for Biometric Measurements: A Grand Challenge. IEEE Trans. Medical Imaging 33 (4) (2014)
Oscar Esteban, Gert Wollny, Sai Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra
MBIS: Multivariate Bayesian Image Segmentation tool. Comput. Methods Programs Biomed. 115 (2) (2014)
Oscar Esteban, Gert Wollny, Sai Subrahmanyam Gorthi, María J. Ledesma-Carbayo, Jean-Philippe Thiran, Andrés Santos, Meritxell Bach Cuadra
MBIS: Multivariate Bayesian Image Segmentation Tool. CoRR (2014)
Sai Subrahmanyam Gorthi, Meritxell Bach Cuadra, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran
Weighted Shape-Based Averaging With Neighborhood Prior Model for Multiple Atlas Fusion-Based Medical Image Segmentation. IEEE Signal Process. Lett. 20 (11) (2013)
Sai Subrahmanyam Gorthi, Meritxell Bach Cuadra, Ulrike Schick, Pierre-Alain Tercier, Abdelkarim Allal, Jean-Philippe Thiran
Evaluation of atlas fusion strategies for segmentation of head and neck lymph nodes for radiotherapy planning. ISBI (2012)
Anca Ciurte, Nawal Houhou, Sergiu Nedevschi, Alessia Pica, Francis L. Munier, Jean-Philippe Thiran, Xavier Bresson, Meritxell Bach Cuadra
An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features. ISBI (2011)
Mariano Cabezas, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Meritxell Bach Cuadra
A review of atlas-based segmentation for magnetic resonance brain images. Comput. Methods Programs Biomed. 104 (3) (2011)
Francesca Pizzorni Ferrarese, Alessandro Daducci, Meritxell Bach Cuadra, Alia Lemkaddem, Cristina Granziera, Jean-Philippe Thiran, Gloria Menegaz
Towards a diffusion image processing validation and accuracy prediction framework. ICIP (2011)
Alexis Roche, Delphine Ribes, Meritxell Bach Cuadra, Gunnar Krüger
On the convergence of EM-like algorithms for image segmentation using Markov random fields. Medical Image Anal. 15 (6) (2011)
Sai Subrahmanyam Gorthi, Valerie Duay, Xavier Bresson, Meritxell Bach Cuadra, F. Javier Sánchez Castro, Claudio Pollo, Abdelkarim Allal, Jean-Philippe Thiran
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework. Medical Image Anal. 15 (6) (2011)
Sai Subrahmanyam Gorthi, Jean-Philippe Thiran, Meritxell Bach Cuadra
Comparison of energy minimization methods for 3-D brain tissue classification. ICIP (2011)
Rubén Cárdenes, Rodrigo de Luis García, Meritxell Bach Cuadra
A multidimensional segmentation evaluation for medical image data. Comput. Methods Programs Biomed. 96 (2) (2009)
Sai Subrahmanyam Gorthi, Valerie Duay, Nawal Houhou, Meritxell Bach Cuadra, Ulrike Schick, Minerva Becker, Abdelkarim Allal, Jean-Philippe Thiran
Segmentation of Head and Neck Lymph Node Regions for Radiotherapy Planning Using Active Contour-Based Atlas Registration. IEEE J. Sel. Top. Signal Process. 3 (1) (2009)
Valerie Duay, Xavier Bresson, F. Javier Sánchez Castro, Claudio Pollo, Meritxell Bach Cuadra, Jean-Philippe Thiran
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation. MICCAI (2) (2008)
Marie Schaer, Meritxell Bach Cuadra, Lucas Tamarit, François Lazeyras, Stephan Eliez, Jean-Philippe Thiran
A Surface-Based Approach to Quantify Local Cortical Gyrification. IEEE Trans. Medical Imaging 27 (2) (2008)
Dominique Zosso, Benoît Le Callennec, Meritxell Bach Cuadra, Kamiar Aminian, Brigitte M. Jolles, Jean-Philippe Thiran
Bi-planar 2D-to-3D registration in Fourier domain for stereoscopic x-ray motion tracking. Medical Imaging: Image Processing (2008)
D. Ferrario, Meritxell Bach Cuadra, Marie Schaer, Nawal Houhou, Dominique Zosso, Stephan Eliez, Laurent Guibaud, Jean-Philippe Thiran
Brain surface segmentation of Magnetic Resonance images of the fetus. EUSIPCO (2008)
X. Pena Pina, Meritxell Bach Cuadra, Nicolas Kunz, Nathalie Just, Rolf Gruetter, Jean-Philippe Thiran
Fast bias field correction for 9.4 tesla magnetic resonance imaging. EUSIPCO (2008)
Valerie Duay, Xavier Bresson, Nawal Houhou, Meritxell Bach Cuadra, Jean-Philippe Thiran
Registration of multiple regions derived from the optical flow model and the active contour framework. EUSIPCO (2007)
Valerie Duay, Meritxell Bach Cuadra, Xavier Bresson, Jean-Philippe Thiran
Dense deformation field estimation for atlas registration using the active contour framework. EUSIPCO (2006)
Meritxell Bach Cuadra, Mathieu De Craene, Valerie Duay, Benoît Macq, Claudio Pollo, Jean-Philippe Thiran
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images. Comput. Methods Programs Biomed. 84 (2-3) (2006)
F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Olivier Cuisenaire, Meritxell Bach Cuadra, Jean-Guy Villemure, Jean-Philippe Thiran
A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms. IEEE Trans. Medical Imaging 25 (11) (2006)
Xavier Gigandet, Meritxell Bach Cuadra, Abram Pointet, Leila Cammoun, Régis Caloz, Jean-Philippe Thiran
Region-based satellite image classification: method and validation. ICIP (3) (2005)
Claudio Pollo, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
Segmentation of brain structures in presence of a space-occupying lesion. NeuroImage 24 (4) (2005)
Meritxell Bach Cuadra, Leila Cammoun, Torsten Butz, Olivier Cuisenaire, Jean-Philippe Thiran
Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images. IEEE Trans. Medical Imaging 24 (12) (2005)
F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation. MICCAI (2005)
Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
Atlas-based segmentation of pathological MR brain images using a model of lesion growth. IEEE Trans. Medical Imaging 23 (10) (2004)
Meritxell Bach Cuadra, Claudio Pollo, Anton Bardera, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran
Atlas-based segmentation of pathological brain MR images. ICIP (1) (2003)
Meritxell Bach Cuadra, J. Gomez, Patric Hagmann, Claudio Pollo, Jean-Guy Villemure, Benoit M. Dawant, Jean-Philippe Thiran
Atlas-Based Segmentation of Pathological Brains Using a Model of Tumor Growth. MICCAI (1) (2002)
Meritxell Bach Cuadra, Bram Platel, Eduardo Solanas, Torsten Butz, Jean-Philippe Thiran
Validation of Tissue Modelization and Classification Techniques in T1-Weighted MR Brain Images. MICCAI (1) (2002)
Meritxell Bach Cuadra, Olivier Cuisenaire, Reto Meuli, Jean-Philippe Thiran
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) (2001)