| Hover-net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images S Graham, QD Vu, SEA Raza, A Azam, YW Tsang, JT Kwak, N Rajpoot Medical image analysis 58, 101563, 2019 | 1607 | 2019 |
| Bach: Grand challenge on breast cancer histology images G Aresta, T Araújo, S Kwok, SS Chennamsetty, M Safwan, V Alex, ... Medical image analysis 56, 122-139, 2019 | 857 | 2019 |
| A multi-organ nucleus segmentation challenge N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ... IEEE transactions on medical imaging 39 (5), 1380-1391, 2019 | 618 | 2019 |
| Methods for segmentation and classification of digital microscopy tissue images QD Vu, S Graham, T Kurc, MNN To, M Shaban, T Qaiser, NA Koohbanani, ... Frontiers in bioengineering and biotechnology 7, 53, 2019 | 394 | 2019 |
| PAIP 2019: Liver cancer segmentation challenge YJ Kim, H Jang, K Lee, S Park, SG Min, C Hong, JH Park, K Lee, J Kim, ... Medical image analysis 67, 101854, 2021 | 158 | 2021 |
| Leukocytes classification and segmentation in microscopic blood smear: a resource-aware healthcare service in smart cities M Sajjad, S Khan, Z Jan, K Muhammad, H Moon, JT Kwak, S Rho, ... IEEE Access 5, 3475-3489, 2016 | 142 | 2016 |
| Deep convolutional neural network for classifying Fusarium wilt of radish from unmanned aerial vehicles JG Ha, H Moon, JT Kwak, SI Hassan, M Dang, ON Lee, HY Park Journal of Applied Remote Sensing 11 (4), 042621-042621, 2017 | 138 | 2017 |
| Deep recurrent neural networks for prostate cancer detection: analysis of temporal enhanced ultrasound S Azizi, S Bayat, P Yan, A Tahmasebi, JT Kwak, S Xu, B Turkbey, ... IEEE transactions on medical imaging 37 (12), 2695-2703, 2018 | 122 | 2018 |
| Multimodal microscopy for automated histologic analysis of prostate cancer JT Kwak, SM Hewitt, S Sinha, R Bhargava BMC cancer 11 (1), 62, 2011 | 120 | 2011 |
| Automated prostate cancer detection using T2‐weighted and high‐b‐value diffusion‐weighted magnetic resonance imaging JT Kwak, S Xu, BJ Wood, B Turkbey, PL Choyke, PA Pinto, S Wang, ... Medical physics 42 (5), 2368-2378, 2015 | 116 | 2015 |
| Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images YK Tsehay, NS Lay, HR Roth, X Wang, JT Kwak, BI Turkbey, PA Pinto, ... Medical imaging 2017: Computer-aided diagnosis 10134, 20-30, 2017 | 97 | 2017 |
| Improving prediction of prostate cancer recurrence using chemical imaging JT Kwak, A Kajdacsy-Balla, V Macias, M Walsh, S Sinha, R Bhargava Scientific reports 5 (1), 8758, 2015 | 85 | 2015 |
| SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images TNN Doan, B Song, TTL Vuong, K Kim, JT Kwak IEEE Journal of Biomedical and Health Informatics 26 (7), 3218-3228, 2022 | 80 | 2022 |
| A novel dataset and efficient deep learning framework for automated grading of renal cell carcinoma from kidney histopathology images AK Chanchal, S Lal, R Kumar, JT Kwak, J Kini Scientific Reports 13 (1), 5728, 2023 | 71 | 2023 |
| Nuclear architecture analysis of prostate cancer via convolutional neural networks JT Kwak, SM Hewitt IEEE access 5, 18526-18533, 2017 | 71 | 2017 |
| Multiview boosting digital pathology analysis of prostate cancer JT Kwak, SM Hewitt Computer methods and programs in biomedicine 142, 91-99, 2017 | 70 | 2017 |
| CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting S Graham, QD Vu, M Jahanifar, M Weigert, U Schmidt, W Zhang, J Zhang, ... Medical image analysis 92, 103047, 2024 | 67 | 2024 |
| Deep dense multi-path neural network for prostate segmentation in magnetic resonance imaging MNN To, DQ Vu, B Turkbey, PL Choyke, JT Kwak International journal of computer assisted radiology and surgery 13 (11 …, 2018 | 66 | 2018 |
| Detection of prostate cancer in multiparametric MRI using random forest with instance weighting N Lay, Y Tsehay, MD Greer, B Turkbey, JT Kwak, PL Choyke, P Pinto, ... Journal of Medical Imaging 4 (2), 024506-024506, 2017 | 66 | 2017 |
| Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations S Azizi, S Bayat, P Yan, A Tahmasebi, G Nir, JT Kwak, S Xu, S Wilson, ... International journal of computer assisted radiology and surgery 12 (8 …, 2017 | 62 | 2017 |
