Mario Ceresa

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 27

Top Topics

Convolutional Neural Networks

Cochlear Implant

Surgery Planning

Top Venues

Medical Image Anal.

Publications

Valentin Comte, Mireia Alenyà, Andrea Urru, Judith Recober, Ayako Nakaki, Francesca Crovetto, Oscar Camara, Eduard Gratacós, Elisenda Eixarch, Fátima Crispi, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. CoRR (2023)
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. CoRR (2021)
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. CoRR (2021)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. Medical Image Anal. 67 (2021)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. CoRR (2020)
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput. Methods Programs Biomed. 185 (2020)
Jordina Torrents-Barrena, Gemma Piella, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. IEEE Trans. Medical Imaging 39 (10) (2020)
Enric Perera-Bel, Mario Ceresa, Jordina Torrents-Barrena, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Miguel Ángel González Ballester
Segmentation of the placenta and its vascular tree in Doppler ultrasound for fetal surgery planning. Int. J. Comput. Assist. Radiol. Surg. 15 (11) (2020)
Jordina Torrents-Barrena, Gemma Piella, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. IEEE Trans. Medical Imaging 39 (11) (2020)
Enric Perera-Bel, Carlos Yagüe, Borja Mercadal, Mario Ceresa, Natalie Beitel-White, Rafael V. Davalos, Miguel Ángel González Ballester, Antoni Ivorra
EView: An electric field visualization web platform for electroporation-based therapies. Comput. Methods Programs Biomed. 197 (2020)
Jordina Torrents-Barrena, Rocío López-Velazco, Gemma Piella, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. Comput. Methods Programs Biomed. 179 (2019)
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks. CoRR (2019)
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. CoRR (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. ISBI (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. Medical Image Anal. 51 (2019)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. Medical Image Anal. 54 (2019)
Karen López-Linares, Nerea Aranjuelo, Luis Kabongo, Gregory Maclair, Nerea Lete, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks. Medical Image Anal. 46 (2018)
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, Stefan Weber, Marco Caversaccio, Miguel Ángel González Ballester, Rasmus R. Paulsen
Patient-specific estimation of detailed cochlear shape from clinical CT images. Int. J. Comput. Assist. Radiol. Surg. 13 (3) (2018)
Jordina Torrents-Barrena, Rocío López-Velazco, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Preoperative Planning and Simulation Framework for Twin-to-Twin Transfusion Syndrome Fetal Surgery. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. EMBC (2018)
Karen López-Linares, Nerea Aranjuelo, Luis Kabongo, Gregory Maclair, Nerea Lete, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks. CoRR (2018)
Karen López-Linares, Nerea Lete, Luis Kabongo, Mario Ceresa, Gregory Maclair, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation. ISBI (2018)
Mario Ceresa, Andy L. Olivares, Silvia Fernandez Suelves, Jérôme Noailly, Miguel Ángel González Ballester
Multi-scale immunological and biomechanical model of emphysema progression. EMBC (2017)
Karen López-Linares, Luis Kabongo, Nerea Lete, Gregory Maclair, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach. CVII-STENT/LABELS@MICCAI (2017)
Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\). Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Esmeralda Ruiz Pujadas, Hans Martin Kjer, Sergio Vera, Mario Ceresa, Miguel Ángel González Ballester
Cochlea segmentation using iterated random walks with shape prior. Medical Imaging: Image Processing (2016)
Jordi Romera, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
Multi-region statistical shape model for cochlear implantation. Medical Imaging: Image Processing (2016)
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
Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. CLIP@MICCAI (2015)
Nicolas Duchateau, Nerea Mangado Lopez, Mario Ceresa, Pavel Mistrik, Sergio Vera, Miguel Ángel González Ballester
Virtual cochlear electrode insertion via parallel transport frame. ISBI (2015)
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
Patient-Specific Simulation of Implant Placement and Function for Cochlear Implantation Surgery Planning. MICCAI (2) (2014)
Sergio Vera, Frederic Pérez, Clara Balust, Ramon Trueba, Jordi Rubió, Raul Calvo, Xavier Mazaira, Anandhan Dhanasingh, Livia Barazzetti, Mauricio Reyes, Mario Ceresa, Jens Fagertun, Hans Martin Kjer, Rasmus R. Paulsen, Miguel Ángel González Ballester
Patient Specific Simulation for Planning of Cochlear Implantation Surgery. CLIP@MICCAI (2014)
Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester
Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI (2014)
Mario Ceresa, Frederic Pérez, Sergio Vera, Noemí Carranza, Javier Herrero Jover, Pavel Mistrik, Miguel Ángel González Ballester
Functional simulation of the cochlea for implant optimization. EMBC (2013)
Sergio Vera, Frederic Pérez, Laura Lara Rodríguez, Mario Ceresa, Noemí Carranza, Javier Herrero Jover, Miguel Ángel González Ballester
Automated annotation removal in agar plates. EMBC (2013)
Arrate Muñoz-Barrutia, Mario Ceresa, Xabier Artaechevarria, Luis M. Montuenga, Carlos Ortiz-de-Solorzano
Quantification of Lung Damage in an Elastase-Induced Mouse Model of Emphysema. Int. J. Biomed. Imaging 2012 (2012)
Mario Ceresa, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solorzano
Characterization of emphysema in low dose computed tomography images using maximum likelihood estimation of the scale exponent. ISBI (2012)
Rina Dewi Rudyanto, Mario Ceresa, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solórzano
Detecting airway remodeling in COPD and emphysema using low-dose CT imaging. Medical Imaging: Computer-Aided Diagnosis (2012)
Mario Ceresa, Xabier Artaechevarria, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solorzano
Automatic leakage detection and recovery for airway tree extraction in chest CT images. ISBI (2010)