| Automated segmentation of knee MRI using hierarchical classifiers and just enough interaction based learning: data from osteoarthritis initiative S Kashyap, I Oguz, H Zhang, M Sonka International Conference on Medical Image Computing and Computer-Assisted …, 2016 | 20 | 2016 |
| Learning-based cost functions for 3-d and 4-d multi-surface multi-object segmentation of knee mri: Data from the osteoarthritis initiative S Kashyap, H Zhang, K Rao, M Sonka IEEE transactions on medical imaging 37 (5), 1103-1113, 2017 | 12 | 2017 |
| Globally optimal label fusion with shape priors I Oguz, S Kashyap, H Wang, P Yushkevich, M Sonka International Conference on Medical Image Computing and Computer-Assisted …, 2016 | 9 | 2016 |
| Machine learning in a graph framework for subcortical segmentation Z Guo, S Kashyap, M Sonka, I Oguz Medical Imaging 2017: Image Processing 10133, 101330H, 2017 | 8 | 2017 |
| Non-iterative regularized reconstruction algorithm for non-Cartesian MRI: NIRVANA S Kashyap, Z Yang, M Jacob Magnetic resonance imaging 29 (2), 222-229, 2011 | 8 | 2011 |
| Age prediction using a large chest x-ray dataset A Karargyris, S Kashyap, JT Wu, A Sharma, M Moradi, T Syeda-Mahmood Medical Imaging 2019: Computer-Aided Diagnosis 10950, 109501U, 2019 | 6 | 2019 |
| Automated analysis of cartilage morphology S Kashyap, Y Yin, M Sonka 2013 IEEE 10th International Symposium on Biomedical Imaging, 1300-1303, 2013 | 6 | 2013 |
| Highly Modular Multi-Platform Development Environment for Automated Segmentation and Just Enough Interaction H Zhang, S Kashyap, A Wahle, M Sonka MICCAI IMIC workshop, 2016 | 5 | 2016 |
| LOGISMOS: A Family of Graph-Based Optimal Image Segmentation Methods I Oguz, H Bogunović, S Kashyap, MD Abràmoff, X Wu, M Sonka Medical Image Recognition, Segmentation and Parsing, 179-208, 2016 | 4 | 2016 |
| Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents JT Wu, KCL Wong, Y Gur, N Ansari, A Karargyris, A Sharma, M Morris, ... JAMA network open 3 (10), e2022779-e2022779, 2020 | 2 | 2020 |
| Self-training with improved regularization for few-shot chest x-ray classification D Rajan, JJ Thiagarajan, A Karargyris, S Kashyap arXiv preprint arXiv:2005.02231, 2020 | 2 | 2020 |
| LOGISMOS-JEI: Segmentation using optimal graph search and just-enough interaction H Zhang, K Lee, Z Chen, S Kashyap, M Sonka Handbook of Medical Image Computing and Computer Assisted Intervention, 249-272, 2020 | 2 | 2020 |
| Learning invariant feature representation to improve generalization across chest x-ray datasets S Ghimire, S Kashyap, JT Wu, A Karargyris, M Moradi International Workshop on Machine Learning in Medical Imaging, 644-653, 2020 | 1 | 2020 |
| Chest X-Ray Report Generation Through Fine-Grained Label Learning T Syeda-Mahmood, KCL Wong, Y Gur, JT Wu, A Jadhav, S Kashyap, ... International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 1 | 2020 |
| Artificial intelligence for point of care radiograph quality assessment S Kashyap, M Moradi, A Karargyris, JT Wu, M Morris, B Saboury, E Siegel, ... Medical Imaging 2019: Computer-Aided Diagnosis 10950, 109503K, 2019 | 1 | 2019 |
| Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative S Kashyap, H Zhang, M Sonka arXiv preprint arXiv:1903.04027, 2019 | 1 | 2019 |
| Just Enough Interaction for Fast Minimally Interactive Correction of 4D Segmentation of Knee MRI S Kashyap, H Zhang, M Sonka Osteoarthritis and Cartilage 25, S224-S225, 2017 | 1 | 2017 |
| Accurate Fully Automated 4D Segmentation of Osteoarthritic Knee MRI S Kashyap, H Zhang, M Sonka Osteoarthritis and Cartilage 25, S227-S228, 2017 | 1 | 2017 |
| Statistical shape analysis of automatically segmented femur bones: Data from the osteoarthritis initiative S Kashyap, I Oguz, M Sonka 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 651-655, 2016 | 1 | 2016 |
| Quantitative analysis and segmentation of knee MRI using layered optimal graph segmentation of multiple objects and surfaces S Kashyap University of Iowa, 2016 | 1 | 2016 |
Milan SonkaUniversity of IowaVerified email at uiowa.edu
