Jin Tae Kwak
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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
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
Multimodal microscopy for automated histologic analysis of prostate cancer
JT Kwak, SM Hewitt, S Sinha, R Bhargava
BMC cancer 11 (1), 1-16, 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
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
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
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
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), 1-10, 2015
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, 2017
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, 1013405, 2017
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 (6), 947-956, 2016
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
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
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
Multiview boosting digital pathology analysis of prostate cancer
JT Kwak, SM Hewitt
Computer methods and programs in biomedicine 142, 91-99, 2017
Analysis of variance in spectroscopic imaging data from human tissues
JT Kwak, R Reddy, S Sinha, R Bhargava
Analytical chemistry 84 (2), 1063-1069, 2012
Ultrasound-based detection of prostate cancer using automatic feature selection with deep belief networks
S Azizi, F Imani, B Zhuang, A Tahmasebi, JT Kwak, S Xu, N Uniyal, ...
International conference on medical image computing and computer-assisted …, 2015
Nuclear architecture analysis of prostate cancer via convolutional neural networks
JT Kwak, SM Hewitt
IEEE Access 5, 18526-18533, 2017
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
Detection of prostate cancer in multiparametric MRI using random forest with instance weighting
NS Lay, Y Tsehay, MD Greer, B Turkbey, JT Kwak, PL Choyke, P Pinto, ...
Journal of Medical Imaging 4 (2), 024506, 2017
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