
Jin Tae Kwak
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2020 – today
- 2020
- [j20]Minh Nguyen Nhat To, Hyun Jeong Kim, Hong Gee Roh, Yoon-Sik Cho, Jin Tae Kwak
:
Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke. Int. J. Comput. Assist. Radiol. Surg. 15(1): 151-162 (2020) - [j19]Alireza Sedghi, Alireza Mehrtash, Amoon Jamzad, Amel Amalou, William M. Wells III, Tina Kapur, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Sheng Xu, Purang Abolmaesumi, Parvin Mousavi:
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1215-1223 (2020) - [j18]L. Minh Dang, Hanxiang Wang, Yanfen Li, Kyungbok Min, Jin Tae Kwak, O. New Lee, Hanyong Park, Hyeonjoon Moon:
Fusarium Wilt of Radish Detection Using RGB and Near Infrared Images from Unmanned Aerial Vehicles. Remote. Sens. 12(17): 2863 (2020) - [j17]Neeraj Kumar
, Ruchika Verma
, Deepak Anand
, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng
, Jiahui Li, Zhiqiang Hu
, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma
, Minh N. Do
, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer
, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo
, Adrián Colomer
, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza
, Maria Gloria Bueno
, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi:
A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging 39(5): 1380-1391 (2020) - [c15]Minh Nguyen Nhat To, Sandeep Sankineni, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Vanessa Moreno, María Merino, Bradford J. Wood, Jin Tae Kwak:
Deep Learning Framework for Epithelium Density Estimation in Prostate Multi-Parametric Magnetic Resonance Imaging. ISBI 2020: 438-441 - [c14]Minh Nguyen Nhat To, Sandeep Sankineni, Sheng Xu, Baris Turkbey, Peter A. Pinto, Vanessa Moreno, María Merino, Bradford J. Wood, Jin Tae Kwak:
Improving Dense Pixelwise Prediction of Epithelial Density Using Unsupervised Data Augmentation for Consistency Regularization. MICCAI (1) 2020: 572-581
2010 – 2019
- 2019
- [j16]Alireza Sedghi
, Mehran Pesteie, Golara Javadi, Shekoofeh Azizi, Pingkun Yan
, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi:
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. Int. J. Comput. Assist. Radiol. Surg. 14(6): 1009-1016 (2019) - [j15]Quoc Dang Vu, Jin Tae Kwak
:
A dense multi-path decoder for tissue segmentation in histopathology images. Comput. Methods Programs Biomed. 173: 119-129 (2019) - [j14]Simon Graham
, Quoc Dang Vu
, Shan e Ahmed Raza
, Ayesha Azam, Yee-Wah Tsang, Jin Tae Kwak
, Nasir M. Rajpoot:
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images. Medical Image Anal. 58 (2019) - [c13]Quy Dinh Duong, Quoc Dang Vu, Daigeun Lee, Stephen M. Hewitt, Kyungeun Kim, Jin Tae Kwak
:
Scale embedding shared neural networks for multiscale histological analysis of prostate cancer. Medical Imaging: Digital Pathology 2019: 1095606 - 2018
- [j13]Shekoofeh Azizi
, Nathan Van Woudenberg, Samira Sojoudi, Ming Li, Sheng Xu, Emran Mohammad Abu Anas, Pingkun Yan
, Amir M. Tahmasebi, Jin Tae Kwak
, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi:
Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1201-1209 (2018) - [j12]Minh Nguyen Nhat To, Quoc Dang Vu
, Baris Turkbey, Peter L. Choyke, Jin Tae Kwak
:
Deep dense multi-path neural network for prostate segmentation in magnetic resonance imaging. Int. J. Comput. Assist. Radiol. Surg. 13(11): 1687-1696 (2018) - [j11]Shekoofeh Azizi
, Sharareh Bayat
, Pingkun Yan
, Amir Tahmasebi, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi
:
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound. IEEE Trans. Medical Imaging 37(12): 2695-2703 (2018) - [c12]Quoc Dang Vu
, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak
:
Micro and Macro Breast Histology Image Analysis by Partial Network Re-use. ICIAR 2018: 895-902 - [c11]Shekoofeh Azizi, Pingkun Yan
, Amir M. Tahmasebi, Peter A. Pinto, Bradford J. Wood, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Parvin Mousavi
, Purang Abolmaesumi:
Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy. MICCAI (4) 2018: 21-29 - [i3]Guilherme Aresta
, Teresa Araújo
, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismaël Koné, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar:
BACH: Grand Challenge on Breast Cancer Histology Images. CoRR abs/1808.04277 (2018) - [i2]Quoc Dang Vu, Simon Graham, Minh Nguyen Nhat To, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Tahsin M. Kurç, Keyvan Farahani, Tianhao Zhao, Rajarsi R. Gupta, Jin Tae Kwak, Nasir M. Rajpoot, Joel H. Saltz:
Methods for Segmentation and Classification of Digital Microscopy Tissue Images. CoRR abs/1810.13230 (2018) - [i1]Simon Graham, Quoc Dang Vu, Shan e Ahmed Raza, Jin Tae Kwak, Nasir M. Rajpoot:
XY Network for Nuclear Segmentation in Multi-Tissue Histology Images. CoRR abs/1812.06499 (2018) - 2017
- [j10]Muhammad Sajjad, Siraj Khan, Zahoor Jan, Khan Muhammad
, Hyeonjoon Moon, Jin Tae Kwak
, Seungmin Rho
, Sung Wook Baik
, Irfan Mehmood
:
Leukocytes Classification and Segmentation in Microscopic Blood Smear: A Resource-Aware Healthcare Service in Smart Cities. IEEE Access 5: 3475-3489 (2017) - [j9]Jin Tae Kwak
, Stephen M. Hewitt
:
Nuclear Architecture Analysis of Prostate Cancer via Convolutional Neural Networks. IEEE Access 5: 18526-18533 (2017) - [j8]Shekoofeh Azizi, Parvin Mousavi, Pingkun Yan
, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Purang Abolmaesumi:
Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1111-1121 (2017) - [j7]Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan
, Amir M. Tahmasebi, Guy Nir, Jin Tae Kwak
, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean
, Peter A. Pinto, Bradford J. Wood
, Purang Abolmaesumi, Parvin Mousavi
:
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1293-1305 (2017) - [j6]Jin Tae Kwak
, Stephen M. Hewitt
:
Multiview boosting digital pathology analysis of prostate cancer. Comput. Methods Programs Biomed. 142: 91-99 (2017) - [c10]Yohannes Tsehay, Nathan Lay, Xiaosong Wang
, Jin Tae Kwak
, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Ronald M. Summers:
Biopsy-guided learning with deep convolutional neural networks for Prostate Cancer detection on multiparametric MRI. ISBI 2017: 642-645 - [c9]Yohannes K. Tsehay, Nathan S. Lay, Holger R. Roth
, Xiaosong Wang
, Jin Tae Kwak
, Baris Turkbey, Peter A. Pinto, Bradford J. Wood
, Ronald M. Summers:
Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images. Medical Imaging: Computer-Aided Diagnosis 2017: 1013405 - [c8]Jin Tae Kwak
, Stephen M. Hewitt
:
Lumen-based detection of prostate cancer via convolutional neural networks. Medical Imaging: Digital Pathology 2017: 1014008 - 2016
- [j5]Jin Tae Kwak
, Stephen M. Hewitt
, André Alexander Kajdacsy-Balla, Saurabh Sinha, Rohit Bhargava
:
Automated prostate tissue referencing for cancer detection and diagnosis. BMC Bioinform. 17: 227 (2016) - [j4]Jin Tae Kwak
, Sandeep Sankineni, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, María Merino, Bradford J. Wood
:
Correlation of magnetic resonance imaging with digital histopathology in prostate. Int. J. Comput. Assist. Radiol. Surg. 11(4): 657-666 (2016) - [j3]Shekoofeh Azizi, Farhad Imani, Sahar Ghavidel, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi:
Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 11(6): 947-956 (2016) - [c7]Shekoofeh Azizi, Farhad Imani, Jin Tae Kwak
, Amir M. Tahmasebi, Sheng Xu, Pingkun Yan, Jochen Kruecker, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi:
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy. MICCAI (1) 2016: 653-661 - [c6]Tomasz P. Wrobel
, Jin Tae Kwak
, Andre Kadjacsy-Balla, Rohit Bhargava
:
High-definition Fourier transform infrared spectroscopic imaging of prostate tissue. Medical Imaging: Digital Pathology 2016: 97911D - 2015
- [j2]Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Harsh K. Agarwal, Shyam Bharat, Nishant Uniyal, Ismail Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Mehdi Moradi, Parvin Mousavi
, Purang Abolmaesumi:
Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 10(6): 727-735 (2015) - [j1]Jin Tae Kwak
, Sheng Xu, Bradford J. Wood
:
Efficient data mining for local binary pattern in texture image analysis. Expert Syst. Appl. 42(9): 4529-4539 (2015) - [c5]Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Mehdi Moradi, Parvin Mousavi
, Purang Abolmaesumi:
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks. MICCAI (2) 2015: 70-77 - [c4]Jin Tae Kwak
, Stephen M. Hewitt
, Sheng Xu, Peter A. Pinto, Bradford J. Wood
:
Nucleus detection using gradient orientation information and linear least squares regression. Medical Imaging: Digital Pathology 2015: 94200N - 2014
- [c3]Nishant Uniyal, Farhad Imani, Amir M. Tahmasebi, Harsh K. Agarwal, Shyam Bharat, Pingkun Yan, Jochen Kruecker, Jin Tae Kwak
, Sheng Xu, Bradford J. Wood
, Peter A. Pinto, Baris Turkbey, Peter L. Choyke, Purang Abolmaesumi, Parvin Mousavi
, Mehdi Moradi:
Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy. CLIP@MICCAI 2014: 142-150 - [c2]Jin Tae Kwak
, Sheng Xu, Peter A. Pinto, Baris Turkbey, Marcelino Bernardo, Peter L. Choyke, Bradford J. Wood
:
A multiview boosting approach to tissue segmentation. Medical Imaging: Digital Pathology 2014: 90410R - 2011
- [c1]Jin Tae Kwak
, Saurabh Sinha, Rohit Bhargava
:
A new segmentation framework for infrared spectroscopic imaging using frequent pattern mining. ISBI 2011: 452-455
Coauthor Index

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