| Retinal vessel centerline extraction using multiscale matched filters, confidence and edge measures M Sofka, CV Stewart IEEE transactions on medical imaging 25 (12), 1531-1546, 2006 | 501 | 2006 |
| Registration of challenging image pairs: Initialization, estimation, and decision G Yang, CV Stewart, M Sofka, CL Tsai IEEE transactions on pattern analysis and machine intelligence 29 (11), 1973 …, 2007 | 327 | 2007 |
| Optimized invariant representation of network traffic for detecting unseen malware variants K Bartos, M Sofka, V Franc 25th USENIX Security Symposium (USENIX Security 16), 807-822, 2016 | 182 | 2016 |
| Keypoint descriptors for matching across multiple image modalities and non-linear intensity variations A Kelman, M Sofka, CV Stewart 2007 IEEE conference on computer vision and pattern recognition, 1-7, 2007 | 133 | 2007 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,416,264, 2019 | 110 | 2019 |
| Identifying threats based on hierarchical classification K Bartos, M Sofka US Patent 9,462,008, 2016 | 107 | 2016 |
| Deep learning techniques for magnetic resonance image reconstruction J Schlemper, SSM Salehi, M Sofka, P Kundu, Z Wang, C Lazarus, ... US Patent 11,467,239, 2022 | 101 | 2022 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,955,504, 2021 | 87 | 2021 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,718,842, 2020 | 87 | 2020 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,816,629, 2020 | 82 | 2020 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,534,058, 2020 | 81 | 2020 |
| Systems and methods for automated detection in magnetic resonance images M Sofka, JM Rothberg, GL Charvat, TS Ralston US Patent 10,585,156, 2020 | 77 | 2020 |
| Automatic multi-organ segmentation using learning-based segmentation and level set optimization T Kohlberger, M Sofka, J Zhang, N Birkbeck, J Wetzl, J Kaftan, J Declerck, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011 | 77 | 2011 |
| Automated image acquisition for assisting a user to operate an ultrasound device D Nouri, A Rothberg, JM Rothberg, M De Jonge, J Jia, M Sofka, A Neben US Patent 10,993,697, 2021 | 74 | 2021 |
| Multi-stage learning for robust lung segmentation in challenging CT volumes M Sofka, J Wetzl, N Birkbeck, J Zhang, T Kohlberger, J Kaftan, J Declerck, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011 | 73 | 2011 |
| Multi-coil magnetic resonance imaging using deep learning J Schlemper, SSM Salehi, M Sofka US Patent 11,324,418, 2022 | 70 | 2022 |
| Learning detector of malicious network traffic from weak labels V Franc, M Sofka, K Bartos US Patent 9,923,912, 2018 | 67 | 2018 |
| DSFormer: A dual-domain self-supervised transformer for accelerated multi-contrast MRI reconstruction B Zhou, N Dey, J Schlemper, SSM Salehi, C Liu, JS Duncan, M Sofka Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023 | 63 | 2023 |
| Integrating statistical prior knowledge into convolutional neural networks F Milletari, A Rothberg, J Jia, M Sofka Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 62 | 2017 |
| Self ensembling techniques for generating magnetic resonance images from spatial frequency data J Schlemper, SSM Salehi, M Sofka US Patent 11,185,249, 2021 | 61 | 2021 |
Jo SchlemperHyperfineVerified email at hyperfine.io