| GANs for medical image analysis S Kazeminia, C Baur, A Kuijper, B van Ginneken, N Navab, S Albarqouni, ... Artificial Intelligence in Medicine, 101938, 2020 | 77 | 2020 |
| Knee menisci segmentation using convolutional neural networks: data from the osteoarthritis initiative A Tack, A Mukhopadhyay, S Zachow Osteoarthritis and cartilage 26 (5), 680-688, 2018 | 51 | 2018 |
| Statistical shape modeling of the left ventricle: myocardial infarct classification challenge A Suinesiaputra, P Ablin, X Alba, M Alessandrini, J Allen, W Bai, S Cimen, ... IEEE journal of biomedical and health informatics 22 (2), 503-515, 2017 | 31 | 2017 |
| Tool and phase recognition using contextual CNN features M Sahu, A Mukhopadhyay, A Szengel, S Zachow arXiv preprint arXiv:1610.08854, 2016 | 30 | 2016 |
| Addressing multi-label imbalance problem of surgical tool detection using CNN M Sahu, A Mukhopadhyay, A Szengel, S Zachow International journal of computer assisted radiology and surgery 12 (6 …, 2017 | 28 | 2017 |
| CATARACTS: Challenge on automatic tool annotation for cataRACT surgery H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ... Medical image analysis 52, 24-41, 2019 | 19 | 2019 |
| An efficient Riemannian statistical shape model using differential coordinates: with application to the classification of data from the osteoarthritis initiative C von Tycowicz, F Ambellan, A Mukhopadhyay, S Zachow Medical image analysis 43, 1-9, 2018 | 15 | 2018 |
| Unsupervised myocardial segmentation for cardiac BOLD I Oksuz, A Mukhopadhyay, R Dharmakumar, SA Tsaftaris IEEE transactions on medical imaging 36 (11), 2228-2238, 2017 | 14 | 2017 |
| Planning nonlinear access paths for temporal bone surgery J Fauser, G Sakas, A Mukhopadhyay International journal of computer assisted radiology and surgery 13 (5), 637-646, 2018 | 12 | 2018 |
| Toward an automatic preoperative pipeline for image-guided temporal bone surgery J Fauser, I Stenin, M Bauer, WH Hsu, J Kristin, T Klenzner, J Schipper, ... International journal of computer assisted radiology and surgery 14 (6), 967-976, 2019 | 11 | 2019 |
| Total variation random forest: Fully automatic mri segmentation in congenital heart diseases A Mukhopadhyay Reconstruction, Segmentation, and Analysis of Medical Images, 165-171, 2016 | 10 | 2016 |
| Morphological analysis of the left ventricular endocardial surface and its clinical implications A Mukhopadhyay, Z Qian, SM Bhandarkar, T Liu, S Rinehart, S Voros International conference on medical image computing and computer-assisted …, 2012 | 10 | 2012 |
| Non-rigid shape correspondence and description using geodesic field estimate distribution AT New, A Mukhopadhyay, HR Arabnia, SM Bhandarkar ACM SIGGRAPH 2012 Posters, 1-1, 2012 | 10 | 2012 |
| Unsupervised myocardial segmentation for cardiac MRI A Mukhopadhyay, I Oksuz, M Bevilacqua, R Dharmakumar, SA Tsaftaris International Conference on Medical Image Computing and Computer-Assisted …, 2015 | 9 | 2015 |
| i3PosNet: instrument pose estimation from X-ray in temporal bone surgery D Kügler, J Sehring, A Stefanov, I Stenin, J Kristin, T Klenzner, J Schipper, ... International Journal of Computer Assisted Radiology and Surgery, 2020 | 8* | 2020 |
| Data-driven feature learning for myocardial segmentation of CP-BOLD MRI A Mukhopadhyay, I Oksuz, M Bevilacqua, R Dharmakumar, SA Tsaftaris International Conference on Functional Imaging and Modeling of the Heart …, 2015 | 8 | 2015 |
| Morphological analysis of the left ventricular endocardial surface using a bag-of-features descriptor A Mukhopadhyay, Z Qian, SM Bhandarkar, T Liu, S Voros, S Rinehart IEEE journal of biomedical and health informatics 19 (4), 1483-1493, 2014 | 8 | 2014 |
| Shape analysis of the left ventricular endocardial surface and its application in detecting coronary artery disease A Mukhopadhyay, Z Qian, S Bhandarkar, T Liu, S Voros International Conference on Functional Imaging and Modeling of the Heart …, 2011 | 8 | 2011 |
| Habitat-Net: Segmentation of habitat images using deep learning JF Abrams, A Vashishtha, ST Wong, A Nguyen, A Mohamed, S Wieser, ... Ecological Informatics 51, 121-128, 2019 | 7 | 2019 |
| High-precision evaluation of electromagnetic tracking D Kügler, H Krumb, J Bredemann, I Stenin, J Kristin, T Klenzner, ... International journal of computer assisted radiology and surgery 14 (7 …, 2019 | 5 | 2019 |
Stefan ZachowZuse Institute Berlin (ZIB)Verified email at zib.de
