M
Miguel Ángel González Ballester
Researcher at Pompeu Fabra University
Publications - 218
Citations - 4320
Miguel Ángel González Ballester is an academic researcher from Pompeu Fabra University. The author has contributed to research in topics: Computer science & Segmentation. The author has an hindex of 25, co-authored 194 publications receiving 2913 citations. Previous affiliations of Miguel Ángel González Ballester include T-Systems & Catalan Institution for Research and Advanced Studies.
Papers
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Journal ArticleDOI
Patient-specific estimation of detailed cochlear shape from clinical CT images.
H. Martin Kjer,Jens Fagertun,Wilhelm Wimmer,Nicolas Gerber,Sergio Vera,Livia Barazzetti,Nerea Mangado,Mario Ceresa,Gemma Piella,Thomas Stark,Martin Stauber,Mauricio Reyes,Stefan Weber,Marco Caversaccio,Miguel Ángel González Ballester,Miguel Ángel González Ballester,Rasmus Reinhold Paulsen +16 more
TL;DR: This work develops and test a method for estimation of the detailed patient-specific cochlear shape from CT images, and presents the process of building and using the cochlea statistical deformation model (SDM).
Posted Content
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review
Juan J. Cerrolaza,Mirella Lopez-Picazo,Ludovic Humbert,Yoshinobu Sato,Daniel Rueckert,Miguel Ángel González Ballester,Marius George Linguraru +6 more
TL;DR: A review of the state of the art on multi-organ analysis and associated computation anatomy methodology and a methodology-based classification of the different techniques available for the analysis of multi-organs and multi-anatomical structures is presented.
Journal ArticleDOI
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 +6 more
TL;DR: A novel method based on a 3D siamese neural network is presented, for the re-identification of nodules in a pair of CT scans of the same patient without the need for image registration.
Journal ArticleDOI
Multiscale Regulation of the Intervertebral Disc: Achievements in Experimental, In Silico, and Regenerative Research.
Laura Baumgartner,Karin Wuertz-Kozak,Karin Wuertz-Kozak,Christine L. Le Maitre,Francis Wignall,Stephen M. Richardson,Judith A. Hoyland,Carlos Ruiz Wills,Miguel Ángel González Ballester,Miguel Ángel González Ballester,Michael Neidlin,Leonidas G. Alexopoulos,Jérôme Noailly +12 more
TL;DR: In this article, the authors provide an integrative analysis of the multiscale function and regulation of the intervertebral disc (IVD) in health and disease, possible regenerative strategies, and in silico models that shall eventually support the development of advanced therapies.
BookDOI
Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures
M. Jorge Cardoso,Tal Arbel,Xiongbiao Luo,Stefan Wesarg,Tobias Reichl,Miguel Ángel González Ballester,Jonathan McLeod,Klaus Drechsler,Terry M. Peters,Marius Erdt,Kensaku Mori,Marius George Linguraru,Andreas Uhl,Cristina Oyarzun Laura,Raj Shekhar +14 more
TL;DR: Experimental results show that the proposed method can effectively estimate the end-effector pose and delineate its boundary while being trained with moderately sized data clusters, and it is shown that matching such huge ensemble of templates takes less than one second on commodity hardware.