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Jin Tae Kwak
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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
8942019
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
5782019
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
3892019
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, 433738, 2019
2702019
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
1242016
Multimodal microscopy for automated histologic analysis of prostate cancer
JT Kwak, SM Hewitt, S Sinha, R Bhargava
BMC cancer 11, 1-16, 2011
1202011
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
1182017
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
1092015
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
912021
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
902018
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
822017
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
782015
Nuclear architecture analysis of prostate cancer via convolutional neural networks
JT Kwak, SM Hewitt
IEEE access 5, 18526-18533, 2017
672017
Multiview boosting digital pathology analysis of prostate cancer
JT Kwak, SM Hewitt
Computer methods and programs in biomedicine 142, 91-99, 2017
662017
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, 1687-1696, 2018
592018
Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study
S Azizi, F Imani, S Ghavidel, A Tahmasebi, JT Kwak, S Xu, B Turkbey, ...
International journal of computer assisted radiology and surgery 11, 947-956, 2016
552016
Biopsy-guided learning with deep convolutional neural networks for Prostate Cancer detection on multiparametric MRI
Y Tsehay, N Lay, X Wang, JT Kwak, B Turkbey, P Choyke, P Pinto, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
542017
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, 1293-1305, 2017
512017
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
502017
Prostate cancer: a correlative study of multiparametric MR imaging and digital histopathology
JT Kwak, S Sankineni, S Xu, B Turkbey, PL Choyke, PA Pinto, V Moreno, ...
Radiology 285 (1), 147-156, 2017
442017
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Articles 1–20