Mario Ceresa - RankMe

46 papers B 2Journal 25Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Epidemiological Knowledge Graph extracted from the World Health Organization's Disease Outbreak News. CoRR Sergio Consoli, Pietro Coletti, Peter Markov, Lia Orfei, Indaco Biazzo, Lea Schuh, Nicolas Stefanovitch, Lorenzo Bertolini, Mario Ceresa, Nikolaos I. Stilianakis
2025	—	`conf`	Conformal Risk Control for Pulmonary Nodule Detection. COPA Roel Hulsman, Valentin Comte, Lorenzo Bertolini, Tobias Wiesenthal, Antonio Puertas Gallardo, Mario Ceresa
2025	J	`jnl`	From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification. CoRR Valentin Comte, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2025	J	`jnl`	Retrieval Augmented Generation Evaluation for Health Documents. CoRR Mario Ceresa, Lorenzo Bertolini, Valentin Comte, Nicholas Spadaro, Barbara Raffael, Brigitte Toussaint, Sergio Consoli, Amalia Muñoz Piñeiro, Alex Patak, Maddalena Querci, Tobias Wiesenthal
2024	J	`jnl`	Conformal Risk Control for Pulmonary Nodule Detection. CoRR Roel Hulsman, Valentin Comte, Lorenzo Bertolini, Tobias Wiesenthal, Antonio Puertas Gallardo, Mario Ceresa
2024	J	`jnl`	Epidemic Information Extraction for Event-Based Surveillance using Large Language Models. CoRR Sergio Consoli, Peter Markov, Nikolaos I. Stilianakis, Lorenzo Bertolini, Antonio Puertas Gallardo, Mario Ceresa
2024	—	`conf`	On Constructing Biomedical Text-to-Graph Systems with Large Language Models. TEXT2KG/DQMLKG@ESWC Antonio Puertas Gallardo, Sergio Consoli, Mario Ceresa, Roel Hulsman, Lorenzo Bertolini
2023	—	`conf`	ML-based predictive gut microbiome analysis for health assessment. CENTERIS/ProjMAN/HCist Manel Gil Sorribes, Gabriele Leoni, Antonio Puertas Gallardo, Mauro Petrillo, Sergio Consoli, Vicenç Gómez, Mario Ceresa
2023	J	`jnl`	Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration. CoRR 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
2021	J	`jnl`	An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. CoRR Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021	J	`jnl`	Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. CoRR Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021	J	`jnl`	Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. Medical Image Anal. Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020	J	`jnl`	Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. IEEE Trans. Medical Imaging Jordina Torrents-Barrena, Gemma Piella, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2020	J	`jnl`	EView: An electric field visualization web platform for electroporation-based therapies. Comput. Methods Programs Biomed. Enric Perera-Bel, Carlos Yagüe, Borja Mercadal, Mario Ceresa, Natalie Beitel-White, Rafael V. Davalos, Miguel Ángel González Ballester, Antoni Ivorra
2020	J	`jnl`	Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput. Methods Programs Biomed. Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020	J	`jnl`	Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. CoRR Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020	J	`jnl`	Segmentation of the placenta and its vascular tree in Doppler ultrasound for fetal surgery planning. Int. J. Comput. Assist. Radiol. Surg. Enric Perera-Bel, Mario Ceresa, Jordina Torrents-Barrena, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Miguel Ángel González Ballester
2020	J	`jnl`	TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. IEEE Trans. Medical Imaging Jordina Torrents-Barrena, Gemma Piella, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	—	`conf`	Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal Surgery. ISBI Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI. Medical Image Anal. Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. CoRR Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019	J	`jnl`	Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks. CoRR Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019	J	`jnl`	Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. Medical Image Anal. Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2019	J	`jnl`	TTTS-GPS: Patient-specific preoperative planning and simulation platform for twin-to-twin transfusion syndrome fetal surgery. Comput. Methods Programs Biomed. Jordina Torrents-Barrena, Rocío López-Velazco, Gemma Piella, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2018	—	`conf`	Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation. ISBI Karen López-Linares, Nerea Lete, Luis Kabongo, Mario Ceresa, Gregory Maclair, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
2018	—	`conf`	Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. EMBC Jordina Torrents-Barrena, Gemma Piella, Narcís Masoller, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2018	J	`jnl`	Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks. Medical Image Anal. Karen López-Linares, Nerea Aranjuelo, Luis Kabongo, Gregory Maclair, Nerea Lete, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
2018	J	`jnl`	Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks. CoRR Karen López-Linares, Nerea Aranjuelo, Luis Kabongo, Gregory Maclair, Nerea Lete, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
2018	J	`jnl`	Patient-specific estimation of detailed cochlear shape from clinical CT images. Int. J. Comput. Assist. Radiol. Surg. 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
2018	—	`conf`	Preoperative Planning and Simulation Framework for Twin-to-Twin Transfusion Syndrome Fetal Surgery. OR 2.0/CARE/CLIP/ISIC@MICCAI Jordina Torrents-Barrena, Rocío López-Velazco, Narcís Masoller, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester
2017	—	`conf`	DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach. CVII-STENT/LABELS@MICCAI Karen López-Linares, Luis Kabongo, Nerea Lete, Gregory Maclair, Mario Ceresa, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
2017	—	`conf`	Multi-scale immunological and biomechanical model of emphysema progression. EMBC Mario Ceresa, Andy L. Olivares, Silvia Fernandez Suelves, Jérôme Noailly, Miguel Ángel González Ballester
2016	B	`conf`	Cochlea segmentation using iterated random walks with shape prior. Image Processing Esmeralda Ruiz Pujadas, Hans Martin Kjer, Sergio Vera, Mario Ceresa, Miguel Ángel González Ballester
2016	B	`conf`	Multi-region statistical shape model for cochlear implantation. Image Processing Jordi Romera, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2016	J	`jnl`	Random walks with shape prior for cochlea segmentation in ex vivo \(\mu \hbox {CT}\). Int. J. Comput. Assist. Radiol. Surg. Esmeralda Ruiz Pujadas, Hans Martin Kjer, Gemma Piella, Mario Ceresa, Miguel Ángel González Ballester
2015	—	`conf`	Monopolar Stimulation of the Implanted Cochlea: A Synthetic Population-Based Study. CLIP@MICCAI 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
2015	—	`conf`	Virtual cochlear electrode insertion via parallel transport frame. ISBI Nicolas Duchateau, Nerea Mangado Lopez, Mario Ceresa, Pavel Mistrik, Sergio Vera, Miguel Ángel González Ballester
2014	—	`conf`	Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester
2014	—	`conf`	Patient Specific Simulation for Planning of Cochlear Implantation Surgery. CLIP@MICCAI 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
2014	—	`conf`	Patient-Specific Simulation of Implant Placement and Function for Cochlear Implantation Surgery Planning. MICCAI (2) 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
2013	—	`conf`	Automated annotation removal in agar plates. EMBC Sergio Vera, Frederic Pérez, Laura Lara Rodríguez, Mario Ceresa, Noemí Carranza, Javier Herrero Jover, Miguel Ángel González Ballester
2013	—	`conf`	Functional simulation of the cochlea for implant optimization. EMBC Mario Ceresa, Frederic Pérez, Sergio Vera, Noemí Carranza, Javier Herrero Jover, Pavel Mistrik, Miguel Ángel González Ballester
2012	—	`conf`	Characterization of emphysema in low dose computed tomography images using maximum likelihood estimation of the scale exponent. ISBI Mario Ceresa, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solorzano
2012	—	`conf`	Detecting airway remodeling in COPD and emphysema using low-dose CT imaging. Computer-Aided Diagnosis Rina Dewi Rudyanto, Mario Ceresa, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solórzano
2012	J	`jnl`	Quantification of Lung Damage in an Elastase-Induced Mouse Model of Emphysema. Int. J. Biomed. Imaging Arrate Muñoz-Barrutia, Mario Ceresa, Xabier Artaechevarria, Luis M. Montuenga, Carlos Ortiz-de-Solorzano
2010	—	`conf`	Automatic leakage detection and recovery for airway tree extraction in chest CT images. ISBI Mario Ceresa, Xabier Artaechevarria, Arrate Muñoz-Barrutia, Carlos Ortiz-de-Solorzano