Miguel Ángel González Ballester

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 117

Top Venues

CoRR

Medical Image Anal.

ISBI

Comput. Methods Programs Biomed.

Publications

Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh Panikkasseril Sethumadhavan, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. IEEE Trans. Medical Imaging 43 (1) (2024)
Irem Cetin, Maialen Stephens, Oscar Camara, Miguel Ángel González Ballester
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders. Comput. Medical Imaging Graph. 104 (2023)
Enric Perera-Bel, Kenneth N. Aycock, Zaid S. Salameh, Mario Gómez-Barea, Rafael V. Davalos, Antoni Ivorra, Miguel Ángel González Ballester
PIRET - A Platform for Treatment Planning in Electroporation-Based Therapies. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Andrea Urru, Ayako Nakaki, Oualid M. Benkarim, Francesca Crovetto, Laura Segalés, Valentin Comte, Nadine Hahner, Elisenda Eixarch, Eduard Gratacós, Fátima Crispi, Gemma Piella, Miguel Ángel González Ballester
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. Comput. Methods Programs Biomed. 230 (2023)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. Comput. Methods Programs Biomed. 229 (2023)
Adrian Galdran, Johan W. Verjans, Gustavo Carneiro, Miguel Ángel González Ballester
Multi-Head Multi-Loss Model Calibration. MICCAI (3) (2023)
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)
Adrian Galdran, Johan Verjans, Gustavo Carneiro, Miguel Ángel González Ballester
Multi-Head Multi-Loss Model Calibration. CoRR (2023)
Coen de Vente, Koenraad A. Vermeer, Nicolas Jaccard, He Wang, Hongyi Sun, Firas Khader, Daniel Truhn, Temirgali Aimyshev, Yerkebulan Zhanibekuly, Tien-Dung Le, Adrian Galdran, Miguel Ángel González Ballester, Gustavo Carneiro, Devika R. G, Hrishikesh P. S, Densen Puthussery, Hong Liu, Zekang Yang, Satoshi Kondo, Satoshi Kasai, Edward Wang, Ashritha Durvasula, Jónathan Heras, Miguel Ángel Zapata, Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic, Mustafa Arikan, Yeong Chan Lee, Hyun Bin Cho, Yoon Ho Choi, Abdul Qayyum, Imran Razzak, Bram van Ginneken, Hans G. Lemij, Clara I. Sánchez
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. CoRR (2023)
Sai Natarajan, Aleksei Tiulpin, Ludovic Humbert, Miguel Ángel González Ballester
MRI2Mesh: Intervertebral Disc Mesh Generation from Low Resolution MRI Using Graph Neural Networks with Cross Level Feature Fusion. ISBI (2023)
Enric Perera-Bel, Borja Mercadal, Tomas Garcia-Sanchez, Miguel Ángel González Ballester, Antoni Ivorra
Modeling Methods for Treatment Planning in Overlapping Electroporation Treatments. IEEE Trans. Biomed. Eng. 69 (4) (2022)
Adrian Galdran, Katherine Jane Hewitt, Narmin L. Ghaffari, Jakob Nikolas Kather, Gustavo Carneiro, Miguel Ángel González Ballester
Test Time Transform Prediction for Open Set Histopathological Image Recognition. CoRR (2022)
Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR (2022)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness. DFUC@MICCAI (2022)
Yue Liu, Xingce Wang, Zhongke Wu, Karen López-Linares, Iván Macía, Xudong Ru, Haichuan Zhao, Miguel Ángel González Ballester, Chong Zhang
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. Medical Image Anal. 75 (2022)
Irem Cetin, Oscar Camara, Miguel Ángel González Ballester
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders. CoRR (2022)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. 75 (2022)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness. CoRR (2022)
Andrea Urru, Ayako Nakaki, Oualid M. Benkarim, Francesca Crovetto, Laura Segales, Valentin Comte, Nadine Hahner, Elisenda Eixarch, Eduard Gratacós, Fátima Crispi, Gemma Piella, Miguel Ángel González Ballester
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. CoRR (2022)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification. DFUC@MICCAI (2021)
Alfredo Higueras-Esteban, Ignacio Delgado-Martínez, Laura Serrano, Alessandro Principe, Carmen Pérez Enríquez, Miguel Ángel González Ballester, Rodrigo Rocamora, Gerardo Conesa, Luis Serra
SYLVIUS: A multimodal and multidisciplinary platform for epilepsy surgery. Comput. Methods Programs Biomed. 203 (2021)
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)
L. Baumgartner, J. J. Reagh, Miguel Ángel González Ballester, J. Noailly
Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinform. 37 (9) (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)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification. CoRR (2021)
Alfredo Higueras-Esteban, Ignacio Delgado-Martínez, Laura Serrano Pérez, Nazaret Infante-Santos, Alejandra Narváez-Martínez, Alessandro Principe, Rodrigo Rocamora, Gerardo Conesa, Luis Serra, Miguel Ángel González Ballester
Projection-Based Collision Detection Algorithm for Stereoelectroencephalography Electrode Risk Assessment and Re-Planning. IEEE Access 9 (2021)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Balanced-MixUp for Highly Imbalanced Medical Image Classification. MICCAI (5) (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)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. CoRR (2021)
Gabriel Bernardino, Amir Hodzic, Hélène Langet, Damien Legallois, Mathieu De Craene, Miguel Ángel González Ballester, Eric Saloux, Bart H. Bijnens
Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment. Medical Image Anal. 71 (2021)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Balanced-MixUp for Highly Imbalanced Medical Image Classification. CoRR (2021)
Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
Memory-aware curriculum federated learning for breast cancer classification. CoRR (2021)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Multi-Center Polyp Segmentation withDouble Encoder-Decoder Networks. EndoCV@ISBI (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)
Gabriel Bernardino, Amir Hodzic, Hélène Langet, Mathieu De Craene, Miguel Ángel González Ballester, Eric Saloux, Bart H. Bijnens
Volumetric parcellation of the right ventricle for regional geometric and functional assessment. 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)
Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A radiomics approach to analyze cardiac alterations in hypertension. CoRR (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)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR (2020)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. ICPR Workshops (1) (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)
Gabriel Bernardino, Oualid M. Benkarim, María Sanz-de la Garza, Susanna Prat-Gonzàlez, Álvaro Sepúlveda-Martínez, Fátima Crispi, Marta Sitges, Constantine Butakoff, Mathieu De Craene, Bart H. Bijnens, Miguel Ángel González Ballester
Handling confounding variables in statistical shape analysis - application to cardiac remodelling. Medical Image Anal. 65 (2020)
Oualid M. Benkarim, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li, Miguel Ángel González Ballester, Gerard Sanroma
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. 64 (2020)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR (2020)
Gabriel Bernardino, Oualid M. Benkarim, María Sanz-de la Garza, Susanna Prat-Gonzàlez, Álvaro Sepúlveda-Martínez, Fátima Crispi, Marta Sitges, Mathieu De Craene, Bart H. Bijnens, Miguel Ángel González Ballester
Handling confounding variables in statistical shape analysis - application to cardiac remodelling. CoRR (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)
Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester
A Hierarchical Multi-task Approach to Gastrointestinal Image Analysis. ICPR Workshops (8) (2020)
Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Analyze Cardiac Alterations in Hypertension. ISBI (2019)
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)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. 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)
Víctor M. Campello, Carlos Martín-Isla, Cristian Izquierdo, Steffen E. Petersen, Miguel Ángel González Ballester, Karim Lekadir
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI. STACOM@MICCAI (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)
Andrik Rampun, Karen López-Linares, Philip J. Morrow, Bryan W. Scotney, Hui Wang, Inmaculada Garcia Ocaña, Gregory Maclair, Reyer Zwiggelaar, Miguel Ángel González Ballester, Iván Macía
Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network. Medical Image Anal. 57 (2019)
Veronika A. Zimmer, Miguel Ángel González Ballester, Gemma Piella
Multimodal image registration using Laplacian commutators. Inf. Fusion 49 (2019)
Karen López-Linares, Inmaculada García, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester
3D convolutional neural network for abdominal aortic aneurysm segmentation. CoRR (2019)
Karen López-Linares, Maialen Stephens, Inmaculada García, Iván Macía, Miguel Ángel González Ballester, Raúl San José Estépar
Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model. MLMECH/CVII-STENT@MICCAI (2019)
Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) (2019)
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. 56 (2019)
Víctor M. Campello, Carlos Martín-Isla, Cristian Izquierdo, Steffen E. Petersen, Miguel Ángel González Ballester, Karim Lekadir
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI. CoRR (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)
Oualid M. Benkarim, Gemma Piella, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Gerard Sanroma
Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. 71 (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)
Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li
Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) (2018)
Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Oscar Camara, Guorong Wu, Dinggang Shen, Juan Domingo Gispert, José Luis Molinuevo, Miguel Ángel González Ballester, Alzheimer's Disease Neuroimaging Initiative
Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 44 (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)
Jan Funke, Chong Zhang, Tobias Pietzsch, Miguel Ángel González Ballester, Stephan Saalfeld
The candidate multi-cut for cell segmentation. ISBI (2018)
Guillermo Ruiz, Eduard Ramon, Jaime Garcia Giraldez, Federico M. Sukno, Miguel Ángel González Ballester
Weighted regularized statistical shape space projection for breast 3D model reconstruction. Medical Image Anal. 47 (2018)
Mirella López Picazo, Alba Magallón Baro, Luis Miguel del Río Barquero, Silvana Di Gregorio, Yves Martelli, Jordi Romera, Martin Steghöfer, Miguel Ángel González Ballester, Ludovic Humbert
3-D Subject-Specific Shape and Density Estimation of the Lumbar Spine From a Single Anteroposterior DXA Image Including Assessment of Cortical and Trabecular Bone. IEEE Trans. Medical Imaging 37 (12) (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)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (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 Román, Isaac de La Bruere, Jorge Onieva, Lasse Andresen, Jakob Qvortrup Holsting, Farbod N. Rahaghi, Iván Macía, Miguel Ángel González Ballester, Raúl San José Estépar
3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation. RAMBO+BIA+TIA@MICCAI (2018)
Esmeralda Ruiz Pujadas, Gemma Piella, Hans Martin Kjer, Miguel Ángel González Ballester
Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. Mach. Vis. Appl. 29 (3) (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Karim Lekadir, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester
Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Comput. Medical Imaging Graph. 69 (2018)
Jing Xia, Caiming Zhang, Fan Wang, Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Miguel Ángel González Ballester, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li
Fetal cortical parcellation based on growth patterns. ISBI (2018)
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. 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)
Debora Gil, Sergio Vera, Agnès Borràs, Albert Andaluz, Miguel Ángel González Ballester
Anatomical medial surfaces with efficient resolution of branches singularities. Medical Image Anal. 35 (2017)
Shaofei Wang, Chong Zhang, Miguel Ángel González Ballester, Alexander T. Ihler, Julian Yarkony
Multi-Person Pose Estimation via Column Generation. CoRR (2017)
Xingce Wang, Yue Liu, Zhongke Wu, Xiao Mou, Mingquan Zhou, Miguel Ángel González Ballester, Chong Zhang
Automatic Labeling of Vascular Structures with Topological Constraints via HMM. MICCAI (2) (2017)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI (2017)
Jordi-Ysard Puigbò Llobet, Miguel Ángel González Ballester, Paul F. M. J. Verschure
Modeling the neural substrates of learning through conditioning: A two-phased model. IBM J. Res. Dev. 61 (2/3) (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
On the Role of Patch Spaces in Patch-Based Label Fusion. Patch-MI@MICCAI (2017)
Chong Zhang, Shaofei Wang, Miguel Ángel González Ballester, Julian Yarkony
Efficient Column Generation for Cell Detection and Segmentation. CoRR (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42 (2017)
Gabriel Bernardino, Constantine Butakoff, Marta Nuñez Garcia, Sebastian Imre Sarvari, Merida Rodriguez-Lopez, Fátima Crispi, Miguel Ángel González Ballester, Mathieu De Craene, Bart H. Bijnens
Estimating 3D Ventricular Shape From 2D Echocardiography: Feasibility and Effect of Noise. FIMH (2017)
Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara, Gemma Piella, Miguel Ángel González Ballester
Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI (2017)
Jordi-Ysard Puigbò, Miguel Ángel González Ballester, Paul F. M. J. Verschure
Behavior-State Dependent Modulation of Perception Based on a Model of Conditioning. Living Machines (2017)
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)
Veronika A. M. Zimmer, Ben Glocker, Nadine Hahner, Elisenda Eixarch, Gerard Sanromá, Eduard Gratacós, Daniel Rueckert, Miguel Ángel González Ballester, Gemma Piella
Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Anal. 42 (2017)
Andy L. Olivares, Miguel Ángel González Ballester, Jérôme Noailly
Virtual exploration of early stage atherosclerosis. Bioinform. 33 (2) (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)
Guillermo Ruiz, Eduard Ramon, Jaime Garcia Giraldez, Miguel Ángel González Ballester, Federico M. Sukno
Weighted regularized ASM for face alignment. ICIP (2016)
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)

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Miguel Ángel González Ballester