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Ján Margeta
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A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images
A Suinesiaputra, BR Cowan, AO Al-Agamy, MA Elattar, N Ayache, ...
Medical image analysis 18 (1), 50-62, 2014
2132014
Benchmark for algorithms segmenting the left atrium from 3D CT and MRI datasets
C Tobon-Gomez, A Geers, J Peters, J Weese, K Pinto, R Karim, ...
Medical Imaging, IEEE Transactions on, pp.1,1, 2015
2112015
Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition
J Margeta, A Criminisi, R Cabrera Lozoya, DC Lee, N Ayache
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2017
1062017
Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
J Margeta, E Geremia, A Criminisi, N Ayache
MICCAI workshop: Statistical Atlases and Computational Models of the Heart …, 2011
592011
A web-based automated image processing research platform for cochlear implantation-related studies
J Margeta, R Hussain, P López Diez, A Morgenstern, T Demarcy, Z Wang, ...
Journal of clinical medicine 11 (22), 6640, 2022
242022
Decision forests for segmentation of the left atrium from 3D MRI
J Margeta, K McLeod, A Criminisi, N Ayache
Statistical Atlases and Computational Models of the Heart. Imaging and …, 2014
172014
Myocardial infarct localization using neighbourhood approximation forests
H Bleton, J Margeta, H Lombaert, H Delingette, N Ayache
Statistical Atlases and Computational Models of the Heart. Imaging and …, 2016
132016
Anatomical variations of the human cochlea using an image analysis tool
R Hussain, A Frater, R Calixto, C Karoui, J Margeta, Z Wang, M Hoen, ...
Journal of Clinical Medicine 12 (2), 509, 2023
122023
Recognizing cardiac magnetic resonance acquisition planes
J Margeta, A Criminisi, DC Lee, N Ayache
MIUA-Medical Image Understanding and Analysis Conference-2014, 2014
92014
Facial and cochlear nerves characterization using deep reinforcement learning for landmark detection
P López Diez, JV Sundgaard, F Patou, J Margeta, RR Paulsen
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
82021
Confidence-based training for clinical data uncertainty in image-based prediction of cardiac ablation targets
R Cabrera-Lozoya, J Margeta, L Le Folgoc, Y Komatsu, B Berte, J Relan, ...
International MICCAI Workshop on Medical Computer Vision, 148-159, 2014
82014
Accurate localization of inner ear regions of interests using deep reinforcement learning
AT Radutoiu, F Patou, J Margeta, RR Paulsen, P López Diez
International Workshop on Machine Learning in Medical Imaging, 416-424, 2022
62022
Deep reinforcement learning for detection of inner ear abnormal anatomy in computed tomography
P López Diez, K Sřrensen, JV Sundgaard, K Diab, J Margeta, F Patou, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
62022
Deep reinforcement learning for detection of abnormal anatomies
PL Diez, KA Juhl, JV Sundgaard, H Diab, J Margeta, F Patou, RR Paulsen
Proceedings of the Northern Lights Deep Learning Workshop 3, 2022
62022
Deep reinforcement learning and convolutional autoencoders for anomaly detection of congenital inner ear malformations in clinical CT images
PL Diez, JV Sundgaard, J Margeta, K Diab, F Patou, RR Paulsen
Computerized Medical Imaging and Graphics 113, 102343, 2024
32024
Local late gadolinium enhancement features to identify the electrophysiological substrate of post-infarction ventricular tachycardia: a machine learning approach
RC Lozoya, J Margeta, LL Folgoc, Y Komatsu, B Berte, JS Relan, ...
Journal of Cardiovascular Magnetic Resonance 17, 1-2, 2015
32015
Machine Learning for Simplifying the Use of Cardiac Image Databases.(Apprentissage automatique pour simplifier l'utilisation de banques d'images cardiaques).
J Margeta
Mines ParisTech, France, 2015
3*2015
Nautilus: A Clinical Tool for the Segmentation of Intra-Cochlear Structures and Related Applications
J Margeta, T Demarcy, P Lopez Diez, R Hussain, C Vandersteen, ...
Conference on Implantable Auditory Prostheses (CIAP), 2021
22021
Unsupervised classification of congenital inner ear malformations using DeepDiffusion for latent space representation
P López Diez, J Margeta, K Diab, F Patou, RR Paulsen
International Conference on Medical Image Computing and Computer-Assisted …, 2023
12023
Myocardial infarct localization using neighborhood approximation forests
H Bleton, J Margeta, H Lombaert, H Delingette, N Ayache
Statistical Atlases and Computational Modeling of the Heart (STACOM 2015), 2015
12015
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