Automatic leakage detection and recovery for airway tree extraction in chest CT images. - Mario Ceresa; Xabier Artaechevarria; Arrate Muñoz-Barrutia; Carlos Ortiz-de-Solorzano (ISBI, 2010)

Characterization of emphysema in low dose computed tomography images using maximum likelihood estimation of the scale exponent. - Mario Ceresa; Arrate Muñoz-Barrutia; Carlos Ortiz-de-Solorzano (ISBI, 2012)

Detecting airway remodeling in COPD and emphysema using low-dose CT imaging. - Rina Dewi Rudyanto; Mario Ceresa; Arrate Muñoz-Barrutia; Carlos Ortiz-de-Solórzano (Computer-Aided Diagnosis, 2012)

Quantification of Lung Damage in an Elastase-Induced Mouse Model of Emphysema. - Arrate Muñoz-Barrutia; Mario Ceresa; Xabier Artaechevarria; Luis M. Montuenga; Carlos Ortiz-de-Solorzano (Int. J. Biomed. Imaging, 2012)

Functional simulation of the cochlea for implant optimization. - Mario Ceresa; Frederic Pérez; Sergio Vera; Noemí Carranza; Javier Herrero Jover; Pavel Mistrik; Miguel Ángel González Ballester (EMBC, 2013)

Automated annotation removal in agar plates. - Sergio Vera; Frederic Pérez; Laura Lara Rodríguez; Mario Ceresa; Noemí Carranza; Javier Herrero Jover; Miguel Ángel González Ballester (EMBC, 2013)

Patient-Specific Simulation of Implant Placement and Function for Cochlear Implantation Surgery Planning. - Mario Ceresa; Nerea Mangado Lopez; Hector Dejea Velardo; Noemí Carranza-Herrezuelo; Pavel Mistrik; Hans Martin Kjer; Sergio Vera; Rasmus R. Paulsen; Miguel Ángel González Ballester (MICCAI (2), 2014)

Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. - Juan J. Cerrolaza; Sergio Vera; Alexis Bagué; Mario Ceresa; Pablo Migliorelli; Marius George Linguraru; Miguel Ángel González Ballester (CLIP@MICCAI, 2014)

Patient Specific Simulation for Planning of Cochlear Implantation Surgery. - Sergio Vera; Frederic Pérez; Clara Balust; Ramon Trueba; Jordi Rubió; Raul Calvo; Xavier Mazaira; Anandhan Dhanasingh; Livia Barazzetti; Mauricio Reyes 001; Mario Ceresa; Jens Fagertun; et al. (CLIP@MICCAI, 2014)

Virtual cochlear electrode insertion via parallel transport frame. - Nicolas Duchateau; Nerea Mangado Lopez; Mario Ceresa; Pavel Mistrik; Sergio Vera; Miguel Ángel González Ballester (ISBI, 2015)

Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. - Nerea Mangado Lopez; Mario Ceresa; Hector Dejea Velardo; Hans Martin Kjer; Sergio Vera; Rasmus R. Paulsen; Jens Fagertun; Pavel Mistrik; Gemma Piella; Miguel Ángel González Ballester (CLIP@MICCAI, 2015)

Cochlea segmentation using iterated random walks with shape prior. - Esmeralda Ruiz Pujadas; Hans Martin Kjer; Sergio Vera; Mario Ceresa; Miguel Ángel González Ballester (Image Processing, 2016)

Multi-region statistical shape model for cochlear implantation. - Jordi Romera; Hans Martin Kjer; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (Image Processing, 2016)

Random walks with shape prior for cochlea segmentation in ex vivo ( mu hbox {CT} ). - Esmeralda Ruiz Pujadas; Hans Martin Kjer; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (Int. J. Comput. Assist. Radiol. Surg., 2016)

Multi-scale immunological and biomechanical model of emphysema progression. - Mario Ceresa; Andy L. Olivares; Silvia Fernandez Suelves; Jérôme Noailly; Miguel Ángel González Ballester (EMBC, 2017)

DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach. - Karen López-Linares; Luis Kabongo; Nerea Lete; Gregory Maclair; Mario Ceresa; Ainhoa García-Familiar; Iván Macía; Miguel Ángel González Ballester (CVII-STENT/LABELS@MICCAI, 2017)

Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (EMBC, 2018)

Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation. - Karen López-Linares; Nerea Lete; Luis Kabongo; Mario Ceresa; Gregory Maclair; Ainhoa García-Familiar; Iván Macía; Miguel Ángel González Ballester (ISBI, 2018)

Preoperative Planning and Simulation Framework for Twin-to-Twin Transfusion Syndrome Fetal Surgery. - Jordina Torrents-Barrena; Rocío López-Velazco; Narcís Masoller; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (OR 2.0/CARE/CLIP/ISIC@MICCAI, 2018)

Patient-specific estimation of detailed cochlear shape from clinical CT images. - Hans Martin Kjer; Jens Fagertun; Wilhelm Wimmer; Nicolas Gerber; Sergio Vera; Livia Barazzetti; Nerea Mangado Lopez; Mario Ceresa; Gemma Piella; Thomas Stark; Martin Stauber; Mauricio Reyes 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks. - Karen López-Linares; Nerea Aranjuelo; Luis Kabongo; Gregory Maclair; Nerea Lete; Mario Ceresa; Ainhoa García-Familiar; Iván Macía; Miguel Ángel González Ballester (Medical Image Anal., 2018)

Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (ISBI, 2019)

TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. - Jordina Torrents-Barrena; Rocío López-Velazco; Gemma Piella; Narcís Masoller; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Comput. Methods Programs Biomed., 2019)

Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Medical Image Anal., 2019)

Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. - Jordina Torrents-Barrena; Gemma Piella; Narcís Masoller; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (Medical Image Anal., 2019)

Segmentation of the placenta and its vascular tree in Doppler ultrasound for fetal surgery planning. - Enric Perera-Bel; Mario Ceresa; Jordina Torrents-Barrena; Narcís Masoller; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Miguel Ángel González Ballester (Int. J. Comput. Assist. Radiol. Surg., 2020)

Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. - Ilaria Bonavita; Xavier Rafael-Palou; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (Comput. Methods Programs Biomed., 2020)

EView: An electric field visualization web platform for electroporation-based therapies. - Enric Perera-Bel; Carlos Yagüe; Borja Mercadal; Mario Ceresa; Natalie Beitel-White; Rafael V. Davalos; Miguel Ángel González Ballester; Antoni Ivorra (Comput. Methods Programs Biomed., 2020)

Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. - Xavier Rafael-Palou; Anton Aubanell; Ilaria Bonavita; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (CoRR, 2020)

Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. - Jordina Torrents-Barrena; Gemma Piella; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (IEEE Trans. Medical Imaging, 2020)

TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. - Jordina Torrents-Barrena; Gemma Piella; Brenda Valenzuela-Alcaraz; Eduard Gratacós; Elisenda Eixarch; Mario Ceresa; Miguel Ángel González Ballester (IEEE Trans. Medical Imaging, 2020)

Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. - Xavier Rafael-Palou; Anton Aubanell; Mario Ceresa; Vicent J. Ribas; Gemma Piella; Miguel Ángel González Ballester (CoRR, 2021)

An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. - Xavier Rafael-Palou; Anton Aubanell; Mario Ceresa; Vicent J. Ribas; Gemma Piella; Miguel Ángel González Ballester (CoRR, 2021)

Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. - Xavier Rafael-Palou; Anton Aubanell; Ilaria Bonavita; Mario Ceresa; Gemma Piella; Vicent J. Ribas; Miguel Ángel González Ballester (Medical Image Anal., 2021)

ML-based predictive gut microbiome analysis for health assessment. - Manel Gil Sorribes; Gabriele Leoni; Antonio Puertas Gallardo; Mauro Petrillo; Sergio Consoli; Vicenç Gómez; Mario Ceresa (CENTERIS/ProjMAN/HCist, 2023)

Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. - Valentin Comte; Mireia Alenyà; Andrea Urru; Judith Recober; Ayako Nakaki; Francesca Crovetto; Oscar Camara 001; Eduard Gratacós; Elisenda Eixarch; Fátima Crispi; Gemma Piella; Mario Ceresa; et al. (CoRR, 2023)

On Constructing Biomedical Text-to-Graph Systems with Large Language Models. - Antonio Puertas Gallardo; Sergio Consoli; Mario Ceresa; Roel Hulsman; Lorenzo Bertolini (TEXT2KG/DQMLKG@ESWC, 2024)

Epidemic Information Extraction for Event-Based Surveillance using Large Language Models. - Sergio Consoli; Peter Markov; Nikolaos I. Stilianakis; Lorenzo Bertolini; Antonio Puertas Gallardo; Mario Ceresa (CoRR, 2024)

Conformal Risk Control for Pulmonary Nodule Detection. - Roel Hulsman; Valentin Comte; Lorenzo Bertolini; Tobias Wiesenthal; Antonio Puertas Gallardo; Mario Ceresa (COPA, 2025)

Retrieval Augmented Generation Evaluation for Health Documents. - Mario Ceresa; Lorenzo Bertolini; Valentin Comte; Nicholas Spadaro; Barbara Raffael; Brigitte Toussaint; Sergio Consoli; Amalia Muñoz Piñeiro; Alex Patak; Maddalena Querci; Tobias Wiesenthal (CoRR, 2025)

From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification. - Valentin Comte; Gemma Piella; Mario Ceresa; Miguel Ángel González Ballester (CoRR, 2025)