| Federated learning improves site performance in multicenter deep learning without data sharing KV Sarma, S Harmon, T Sanford, HR Roth, Z Xu, J Tetreault, D Xu, ... Journal of the American Medical Informatics Association 28 (6), 1259-1264, 2021 | 153 | 2021 |
| Path R-CNN for prostate cancer diagnosis and gleason grading of histological images W Li, J Li, KV Sarma, KC Ho, S Shen, BS Knudsen, A Gertych, CW Arnold IEEE transactions on medical imaging 38 (4), 945-954, 2018 | 126 | 2018 |
| A multi-scale u-net for semantic segmentation of histological images from radical prostatectomies J Li, KV Sarma, KC Ho, A Gertych, BS Knudsen, CW Arnold AMIA Annual Symposium Proceedings 2017, 1140, 2017 | 79 | 2017 |
| Augmented and virtual reality simulator for professional and educational training RJ Ribeira, KV Sarma, ST Stadelman, SK Namperumal, JR Ribeira, ... US Patent 10,672,288, 2020 | 63 | 2020 |
| An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies J Li, W Speier, KC Ho, KV Sarma, A Gertych, BS Knudsen, CW Arnold Computerized Medical Imaging and Graphics 69, 125-133, 2018 | 58 | 2018 |
| A domain-level DNA strand displacement reaction enumerator allowing arbitrary non-pseudoknotted secondary structures S Badelt, C Grun, KV Sarma, B Wolfe, SW Shin, E Winfree Journal of the Royal Society Interface 17 (167), 20190866, 2020 | 51 | 2020 |
| Clinical uncertainties, health service challenges, and ethical complexities of HIV “Test-and-Treat”: a systematic review SP Kulkarni, KR Shah, KV Sarma, AP Mahajan American journal of public health 103 (6), e14-e23, 2013 | 44 | 2013 |
| Patient portal preferences: perspectives on imaging information M McNamara, C Arnold, K Sarma, D Aberle, E Garon, AAT Bui Journal of the Association for Information Science and Technology 66 (8 …, 2015 | 33 | 2015 |
| Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images KC Ho, F Scalzo, KV Sarma, W Speier, S El-Saden, C Arnold Journal of Medical Imaging 6 (2), 026001-026001, 2019 | 31 | 2019 |
| Optimizing spatial biopsy sampling for the detection of prostate cancer AG Raman, KV Sarma, SS Raman, AM Priester, SA Mirak, ... The Journal of urology 206 (3), 595-603, 2021 | 28 | 2021 |
| A temporal deep learning approach for MR perfusion parameter estimation in stroke KC Ho, F Scalzo, KV Sarma, S El-Saden, CW Arnold 2016 23rd International Conference on Pattern Recognition (ICPR), 1315-1320, 2016 | 24 | 2016 |
| Imaging–Histologic Discordance at Percutaneous Biopsy of the Lung AS Oh, CW Arnold, S Vangala, WD Wallace, SJ Genshaft, K Sarma, ... Academic radiology 22 (4), 481-487, 2015 | 11 | 2015 |
| Harnessing clinical annotations to improve deep learning performance in prostate segmentation KV Sarma, AG Raman, NJ Dhinagar, AM Priester, S Harmon, T Sanford, ... Plos one 16 (6), e0253829, 2021 | 9 | 2021 |
| Federated learning with research prototypes: application to multi-center MRI-based detection of prostate cancer with diverse histopathology A Rajagopal, E Redekop, A Kemisetti, R Kulkarni, S Raman, K Sarma, ... Academic Radiology 30 (4), 644-657, 2023 | 8 | 2023 |
| Attention-guided prostate lesion localization and grade group classification with multiple instance learning E Redekop, KV Sarma, A Kinnaird, A Sisk, SS Raman, LS Marks, ... International Conference on Medical Imaging with Deep Learning, 975-987, 2022 | 6 | 2022 |
| Estimating the health-related quality of life of twitter users using semantic processing KV Sarma, BMR Spiegel, MW Reid, S Chen, RM Merchant, E Seltzer, ... Studies in health technology and informatics 264, 1065, 2019 | 6 | 2019 |
| Data model for personalized patient health guidelines: an exploratory study M McNamara, K Sarma, DR Aberle, AAT Bui, C Arnold AMIA Annual Symposium Proceedings 2014, 1835, 2014 | 5 | 2014 |
| Semi-automated PIRADS scoring via mpMRI analysis NJ Dhinagar, W Speier, KV Sarma, A Raman, A Kinnaird, SS Raman, ... Journal of Medical Imaging 7 (6), 064501-064501, 2020 | 4 | 2020 |
| Prediction of Clinically Significant Prostate Cancer in MR/Ultrasound Guided Fusion Biopsy using Multiparametric MRI W Shi, KV Sarma, AG Raman, AM Priester, S Natarajan, W Speier, ... Medical Imaging Meets NeurIPS Workshop, 2018 | 3 | 2018 |
| Image-based patch selection for deep learning to improve automated Gleason grading in histopathological slides W Speier, J Li, W Li, K Sarma, C Arnold bioRxiv, 2020.09. 26.314989, 2020 | 2 | 2020 |
