Kyung Sang Kim

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 29

Top Topics

Image Reconstruction

Medical Imaging

Globally Convergent

Top Venues

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

Publications

Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction. CoRR (2023)
Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-Domain Unsupervised Learned Descent Algorithm for PET Image Reconstruction. MICCAI (10) (2023)
Pengcheng Xu, Kyung Sang Kim, Huafeng Liu, Quanzheng Li
Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor Segmentation. MIUA (2022)
Jin-Hyun Ahn, Kyung Sang Kim, Jeongwan Koh, Quanzheng Li
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning. CoRR (2022)
Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
A Noise-level-aware Framework for PET Image Denoising. CoRR (2022)
Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li
A Noise-Level-Aware Framework for PET Image Denoising. MLMIR@MICCAI (2022)
Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong Hoon Kim, Richard M. Leahy, Huafeng Liu, Quanzheng Li
PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. MICCAI (4) (2022)
Jianan Cui, Kuang Gong, Ning Guo, Kyung Sang Kim, Huafeng Liu, Quanzheng Li
Unsupervised PET logan parametric image estimation using conditional deep image prior. Medical Image Anal. 80 (2022)
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19. Medical Image Anal. 70 (2021)
Dufan Wu, Kyung Sang Kim, Quanzheng Li
Digital Breast Tomosynthesis Reconstruction with Deep Neural Network for Improved Contrast and In-Depth Resolution. ISBI (2020)
Dufan Wu, Kuang Gong, Chiara Daniela Arru, Fatemeh Homayounieh, Bernardo Bizzo, Varun Buch, Hui Ren, Kyung Sang Kim, Nir Neumark, Pengcheng Xu, Zhiyuan Liu, Wei Fang, Nuobei Xie, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Alessandro Carriero, Luca Saba, Mahsa Masjedi, Hamidreza Talari, Rosa Babaei, Hadi Karimi Mobin, Shadi Ebrahimian, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Hyoung Suk Park, Kyung Sang Kim, Kiwan Jeon
Low-Dose CT Image Reconstruction With a Deep Learning Prior. IEEE Access 8 (2020)
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19. CoRR (2020)
Kyung Sang Kim, Inki Hong, Young-Don Son, Jong Hoon Kim, Quanzheng Li
Residual Simplified Reference Tissue Model with Covariance Estimation. ISBI (2020)
Young-Gon Kim, Kyung Sang Kim, Dufan Wu, Hui Ren, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Mannudeep K. Kalra, Quanzheng Li
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis. CoRR (2020)
Dufan Wu, Kuang Gong, Kyung Sang Kim, Xiang Li, Quanzheng Li
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. MICCAI (4) (2019)
Tzu-An Song, Fan Yang, Samadrita Roy Chowdhury, Kyung Sang Kim, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Joyita Dutta
PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy Prior. IEEE Trans. Computational Imaging 5 (4) (2019)
Dufan Wu, Kuang Gong, Kyung Sang Kim, Quanzheng Li
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. CoRR (2019)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. IEEE Trans. Medical Imaging 38 (3) (2019)
Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. IEEE Trans. Medical Imaging 37 (6) (2018)
Dufan Wu, Kyung Sang Kim, Bin Dong, Georges El Fakhri, Quanzheng Li
End-to-End Lung Nodule Detection in Computed Tomography. MLMI@MICCAI (2018)
Kuang Gong, Kyung Sang Kim, Jianan Cui, Ning Guo, Ciprian Catana, Jinyi Qi, Quanzheng Li
Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network. CoRR (2018)
Dufan Wu, Kyung Sang Kim, Quanzheng Li
Computationally Efficient Cascaded Training for Deep Unrolled Network in CT Imaging. CoRR (2018)
Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li
A Cascaded Convolutional Nerual Network for X-ray Low-dose CT Image Denoising. CoRR (2017)
Dufan Wu, Kyung Sang Kim, Bin Dong, Quanzheng Li
End-to-End Abnormality Detection in Medical Imaging. CoRR (2017)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. CoRR (2017)
Dufan Wu, Kyung Sang Kim, Georges El Fakhri, Quanzheng Li
Iterative Low-Dose CT Reconstruction With Priors Trained by Artificial Neural Network. IEEE Trans. Medical Imaging 36 (12) (2017)
Kuang Gong, Jaewon Yang, Kyung Sang Kim, Georges El Fakhri, Youngho Seo, Quanzheng Li
Attenuation Correction for Brain PET imaging using Deep Neural Network based on Dixon and ZTE MR images. CoRR (2017)
Yoseob Han, Kyong Hwan Jin, Kyung Sang Kim, Jong Chul Ye
Sparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approach. ISBI (2016)
Kyung Sang Kim, Jong Chul Ye, William Worstell, Jinsong Ouyang, Yothin Rakvongthai, Georges El Fakhri, Quanzheng Li
Sparse-View Spectral CT Reconstruction Using Spectral Patch-Based Low-Rank Penalty. IEEE Trans. Medical Imaging 34 (3) (2015)
Kyung Sang Kim, Jong Chul Ye
ECG-gated cardiac CT reconstruction using patch based low rank regularization. ISBI (2014)
Kyung Sang Kim, Young-Don Son, Zang-Hee Cho, Jong Beom Ra, Jong Chul Ye
Ultra-Fast Hybrid CPU-GPU Multiple Scatter Simulation for 3-D PET. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Huisu Yoon, Kyung Sang Kim, Daniel Kim, Yoram Bresler, Jong Chul Ye
Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI. IEEE Trans. Medical Imaging 33 (11) (2014)
Kyung Sang Kim, Jong Chul Ye, Li Cheng, Kui Ying, Georges El Fakhri, Quanzheng Li
TOF-PET ordered subset reconstruction using non-uniform separable quadratic surrogates algorithm. ISBI (2014)
Huisu Yoon, Kyung Sang Kim, Jong Chul Ye
Motion compensated compressed sensing dynamic MRI with low-rank patch-based residual reconstruction. ISBI (2013)
Kyung Sang Kim, Young-Don Son, Zang-Hee Cho, Jong Beom Ra, Jong Chul Ye
Globally convergent 3D dynamic PET reconstruction with patch-based non-convex low rank regularization. ISBI (2013)
Kyung Sang Kim, Young Hoon Seong, Jongha Lee, Kwang Eun Jang, Jong Chul Ye
Iterative scatter correction for digital tomosynthesis using composition ratio update and GPU based Monte Carlo simulation. ISBI (2012)