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Miguel A. González Ballester
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Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE Transactions on Medical Imaging 37 (11), 2514-2525, 2018
14712018
Estimation of the partial volume effect in MRI
MÁ González Ballester, AP Zisserman, M Brady
Medical Image Analysis 6 (4), 389-405, 2002
2682002
A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images
G Zheng, S Gollmer, S Schumann, X Dong, T Feilkas, ...
Medical image analysis 13 (6), 883-899, 2009
2062009
Statistical deformable bone models for robust 3D surface extrapolation from sparse data
KT Rajamani, MA Styner, H Talib, G Zheng, LP Nolte, ...
Medical Image Analysis 11 (2), 99-109, 2007
1632007
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks
K López-Linares, N Aranjuelo, L Kabongo, G Maclair, N Lete, M Ceresa, ...
Medical Image Analysis 46, 202-214, 2018
1322018
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images
R Karim, P Bhagirath, P Claus, RJ Housden, Z Chen, Z Karimaghaloo, ...
Medical Image Analysis 30, 95-107, 2016
1172016
Optimisation of orthopaedic implant design using statistical shape space analysis based on level sets
N Kozic, S Weber, P Büchler, C Lutz, N Reimers, MÁ González Ballester, ...
Medical image analysis 14 (3), 265-275, 2010
1052010
Model-based respiratory motion compensation for emission tomography image reconstruction
M Reyes, G Malandain, PM Koulibaly, MÁ González Ballester, J Darcourt
Physics in Medicine and Biology 52 (12), 3579-3600, 2007
1042007
Balanced-MixUp for highly imbalanced medical image classification
A Galdran, G Carneiro, MÁ González Ballester
Lecture Notes in Computer Science (Medical Image Computing and Computer …, 2021
982021
Reconstruction of patient-specific 3D bone surface from 2D calibrated fluoroscopic images and point distribution model
G Zheng, MÁ González Ballester, M Styner, LP Nolte
Lecture Notes in Computer Science (Medical Image Computing and Computer …, 2006
922006
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline
I Bonavita, X Rafael-Palou, M Ceresa, G Piella, V Ribas, ...
Computer Methods and Programs in Biomedicine 185 (105172), 1-9, 2020
892020
Segmentation and classification in fetal imaging: recent trends and future prospects
J Torrents-Barrena, G Piella, N Masoller, M Ceresa, E Gratacós, E Eixarch, ...
Medical Image Analysis 51, 61-88, 2019
852019
Automated bone contour detection in ultrasound B-mode images for minimally invasive registration in computer-assisted surgery — an in vitro evaluation
J Kowal, C Amstutz, F Langlotz, H Talib, MÁ González Ballester
International Journal of Medical Robotics and Computer Assisted Surgery 3 (4 …, 2007
792007
Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network
A Rampun, K López-Linares, PJ Morrow, BW Scotney, H Wang, ...
Medical Image Analysis 57, 1-17, 2019
772019
Improved EM-based tissue segmentation and partial volume effect quantification in multi-sequence brain MRI
G Dugas-Phocion, MÁ González Ballester, G Malandain, C Lebrun, ...
Lecture Notes in Computer Science (Medical Image Computing and Computer …, 2004
742004
Segmentation and measurement of brain structures in MRI including confidence bounds
MÁ González Ballester, A Zisserman, M Brady
Medical Image Analysis 4 (3), 189-200, 2000
712000
Computational anatomy for multi-organ analysis in medical imaging: a review
JJ Cerrolaza, M López Picazo, L Humbert, Y Sato, D Rueckert, ...
Medical Image Analysis 56, 44-67, 2019
702019
Hierarchical segmentation of multiple sclerosis lesions in multi-sequence MRI
G Dugas-Phocion, MÁ González Ballester, C Lebrun, S Chanalet, ...
IEEE International Symposium on Biomedical Imaging: Nano to Macro, Arlington …, 2004
702004
Memory-aware curriculum federated learning for breast cancer classification
A Jiménez-Sánchez, M Tardy, MÁ González Ballester, D Mateus, G Piella
Computer Methods and Programs in Biomedicine 229 (107318), 1-10, 2023
652023
Registration techniques for computer navigation
G Zheng, J Kowal, MÁ González Ballester, M Caversaccio, LP Nolte
Current Orthopaedics 21 (3), 170-179, 2007
632007
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Artiklar 1–20