|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