| 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 | 869 | 2018 |
| Estimation of the partial volume effect in MRI MÁ González Ballester, AP Zisserman, M Brady Medical Image Analysis 6 (4), 389-405, 2002 | 224 | 2002 |
| 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 | 182 | 2009 |
| 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 | 155 | 2007 |
| 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 | 111 | 2018 |
| 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 | 101 | 2007 |
| 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 | 96 | 2016 |
| 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 | 94 | 2010 |
| 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 | 81 | 2006 |
| 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 | 73 | 2007 |
| 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 | 73 | 2004 |
| 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 | 70 | 2004 |
| 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 | 67 | 2000 |
| 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 | 58 | 2019 |
| Registration techniques for computer navigation G Zheng, J Kowal, MÁ González Ballester, M Caversaccio, LP Nolte Current Orthopaedics 21 (3), 170-179, 2007 | 57 | 2007 |
| 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 | 55 | 2020 |
| Accurate and robust reconstruction of a surface model of the proximal femur from sparse-point data and a dense-point distribution model for surgical navigation G Zheng, X Dong, KT Rajamani, X Zhang, M Styner, RU Thoranaghatte, ... IEEE Transactions on Biomedical Engineering 54 (12), 2109-2122, 2007 | 55 | 2007 |
| Statistical finite element model for bone shape and biomechanical properties L Belenguer Querol, P Büchler, D Rueckert, LP Nolte, ... Lecture Notes in Computer Science (Medical Image Computing and Computer …, 2006 | 55* | 2006 |
| Automatic multi-resolution shape modeling of multi-organ structures JJ Cerrolaza, M Reyes, RM Summers, MÁ González Ballester, ... Medical Image Analysis 25 (1), 11-21, 2015 | 51 | 2015 |
| Preoperative digital three-dimensional planning for rhinoplasty F Moscatiello, J Herrero Jover, MÁ González Ballester, ... Aesthetic plastic surgery 34 (2), 232-238, 2010 | 50 | 2010 |
Gemma PiellaDepartment of Information and Communication Technologies, Universitat Pompeu Fabra, BarcelonaVerified email at upf.edu
