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ORCIDMiguel Ángel González Ballester
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2020 – today
- 2024
[j65]Maria Chiara Fiorentino, Francesca Pia Villani, Rafael Benito Herce
, Miguel Ángel González Ballester, Adriano Mancini, Karen López-Linares Román:
An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging. Int. J. Comput. Assist. Radiol. Surg. 19(9): 1753-1761 (2024)- [j64]Sai Natarajan, Ludovic Humbert, Miguel Ángel González Ballester:
Domain adaptation using AdaBN and AdaIN for high-resolution IVD mesh reconstruction from clinical MRI. Int. J. Comput. Assist. Radiol. Surg. 19(10): 2063-2068 (2024) - [j63]Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick:
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Anal. 94: 103153 (2024) - [j62]Queralt Martín-Saladich, Juan M. Pericàs, Andreea Ciudin, Clara Ramirez-Serra, Manuel Escobar, Jesús Rivera-Esteban, Santiago Aguadé-Bruix, Miguel Ángel González Ballester, José Raul Herance:
Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool. Medical Image Anal. 95: 103185 (2024) - [j61]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): 542-557 (2024) - [c86]Adrian Galdran, Miguel Ángel González Ballester:
Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images. ISBI 2024: 1-4 - [c85]O. K. Sikha, Adrian Galdran, Meritxell Riera-Marin, Javier García, Júlia Rodríguez-Comas, Gemma Piella, Miguel Ángel González Ballester:
Uncertainty Aware Segmentation Quality Assessment in Medical Images. ISBI 2024: 1-5 - [c84]Sai Natarajan, Estefano Muñoz-Moya, Carlos Ruiz Wills, Gemma Piella, Jérôme Noailly, Ludovic Humbert, Miguel Ángel González Ballester:
Pixel2Mechanics: Automated Biomechanical Simulations of High-Resolution Intervertebral Discs from Anisotropic MRIs. MICCAI (7) 2024: 572-582 - [i33]Adrian Galdran, Miguel Ángel González Ballester:
Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images. CoRR abs/2406.03903 (2024) - 2023
- [j60]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: 102158 (2023) - [j59]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: 107318 (2023) - [j58]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: 107334 (2023) - [j57]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): 1902-1910 (2023) - [c83]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: 1-5 - [c82]Adrian Galdran, Johan W. Verjans, Gustavo Carneiro, Miguel Ángel González Ballester:
Multi-Head Multi-Loss Model Calibration. MICCAI (3) 2023: 108-117 - [i32]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 abs/2302.01738 (2023) - [i31]Adrian Galdran, Johan Verjans, Gustavo Carneiro, Miguel Ángel González Ballester:
Multi-Head Multi-Loss Model Calibration. CoRR abs/2303.01099 (2023) - [i30]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 abs/2307.03579 (2023) - 2022
- [j56]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: 102249 (2022) - [j55]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: 102273 (2022) - [j54]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): 1318-1327 (2022) - [c81]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: 40-51 - [c80]Adrian Galdran, Katherine Jane Hewitt, Narmin Ghaffari Laleh, Jakob Nikolas Kather, Gustavo Carneiro, Miguel Ángel González Ballester:
Test Time Transform Prediction for Open Set Histopathological Image Recognition. MICCAI (2) 2022: 263-272 - [i29]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 abs/2202.12031 (2022) - [i28]Irem Cetin, Oscar Camara, Miguel Ángel González Ballester:
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders. CoRR abs/2203.10417 (2022) - [i27]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. CoRR abs/2205.07575 (2022) - [i26]Adrian Galdran, Katherine Jane Hewitt, Narmin Ghaffari Laleh, Jakob Nikolas Kather, Gustavo Carneiro, Miguel Ángel González Ballester:
Test Time Transform Prediction for Open Set Histopathological Image Recognition. CoRR abs/2206.10033 (2022) - [i25]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 abs/2209.06078 (2022) - 2021
- [j53]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: 105180-105191 (2021) - [j52]Laura Baumgartner, J. J. Reagh, Miguel Ángel González Ballester, Jérôme Noailly:
Simulating intervertebral disc cell behaviour within 3D multifactorial environments. Bioinform. 37(9): 1246-1253 (2021) - [j51]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: 106042 (2021) - [j50]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: 101823 (2021) - [j49]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: 102044 (2021) - [c79]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Multi-Center Polyp Segmentation withDouble Encoder-Decoder Networks. EndoCV@ISBI 2021: 9-16 - [c78]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification. DFUC@MICCAI 2021: 21-29 - [c77]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Balanced-MixUp for Highly Imbalanced Medical Image Classification. MICCAI (5) 2021: 323-333 - [i24]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 abs/2103.14537 (2021) - [i23]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 abs/2104.08789 (2021) - [i22]Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella:
Memory-aware curriculum federated learning for breast cancer classification. CoRR abs/2107.02504 (2021) - [i21]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Balanced-MixUp for Highly Imbalanced Medical Image Classification. CoRR abs/2109.09850 (2021) - [i20]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. CoRR abs/2110.01939 (2021) - [i19]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification. CoRR abs/2111.06894 (2021) - 2020
- [j48]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): 1869-1879 (2020) - [j47]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: 105172 (2020) - [j46]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: 105682 (2020) - [j45]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: 101750 (2020) - [j44]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: 101792 (2020) - [j43]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): 3113-3124 (2020) - [j42]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): 3595-3606 (2020) - [c76]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
A Hierarchical Multi-task Approach to Gastrointestinal Image Analysis. ICPR Workshops (8) 2020: 275-282 - [c75]Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester:
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. ICPR Workshops (1) 2020: 293-307 - [e8]Tanveer F. Syeda-Mahmood, Klaus Drechsler, Hayit Greenspan, Anant Madabhushi, Alexandros Karargyris, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Marius Erdt:
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12445, Springer 2020, ISBN 978-3-030-60945-0 [contents] - [i18]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 abs/2003.08423 (2020) - [i17]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 abs/2004.00482 (2020) - [i16]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 abs/2005.11341 (2020) - [i15]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 abs/2007.10717 (2020) - [i14]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 abs/2007.14239 (2020) - [i13]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 abs/2007.16102 (2020)
2010 – 2019
- 2019
- [j41]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: 79-89 (2019) - [j40]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) - [j39]Veronika A. Zimmer, Miguel Ángel González Ballester, Gemma Piella:
Multimodal image registration using Laplacian commutators. Inf. Fusion 49: 130-145 (2019) - [j38]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: 61-88 (2019) - [j37]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: 263-279 (2019) - [j36]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: 44-67 (2019) - [j35]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: 1-17 (2019) - [c74]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: 640-643 - [c73]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: 772-775 - [c72]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: 167-174 - [c71]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: 290-299 - [c70]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: 694-702 - [e7]Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester:
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11840, Springer 2019, ISBN 978-3-030-32688-3 [contents] - [i12]Karen López-Linares, Inmaculada García, Ainhoa García-Familiar, Iván Macía, Miguel Ángel González Ballester:
3D convolutional neural network for abdominal aortic aneurysm segmentation. CoRR abs/1903.00879 (2019) - [i11]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 abs/1909.01182 (2019) - [i10]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 abs/1909.11854 (2019) - [i9]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 abs/1912.08679 (2019) - [i8]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 abs/1912.10525 (2019) - 2018
- [j34]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): 389-396 (2018) - [j33]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: 52-59 (2018) - [j32]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: 143-155 (2018) - [j31]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: 202-214 (2018) - [j30]Guillermo Ruiz, Eduard Ramon, Jaime García, Federico M. Sukno, Miguel Ángel González Ballester:
Weighted regularized statistical shape space projection for breast 3D model reconstruction. Medical Image Anal. 47: 164-179 (2018) - [j29]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): 405-414 (2018) - [j28]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 Jäger, 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): 2514-2525 (2018) - [j27]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): 2651-2662 (2018) - [c69]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: 2599-2602 - [c68]Jan Funke, Chong Zhang, Tobias Pietzsch, Miguel Ángel González Ballester, Stephan Saalfeld:
The candidate multi-cut for cell segmentation. ISBI 2018: 649-653 - [c67]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: 696-699 - [c66]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: 864-867 - [c65]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: 184-193 - [c64]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: 225-237 - [c63]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: 620-627 - [e6]Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern:
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings. Lecture Notes in Computer Science 11041, Springer 2018, ISBN 978-3-030-01200-7 [contents] - [i7]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 abs/1804.00304 (2018) - [i6]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 abs/1806.03192 (2018) - [i5]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 abs/1812.08577 (2018) - 2017
- [j26]Andy L. Olivares, Miguel Ángel González Ballester, Jérôme Noailly:
Virtual exploration of early stage atherosclerosis. Bioinform. 33(2): 309 (2017) - [j25]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): 9:1-9:11 (2017) - [j24]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: 390-402 (2017) - [j23]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: 189-199 (2017) - [j22]Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma:
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42: 274-287 (2017) - [c62]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: 2712-2715 - [c61]