Kyung Sang Kim

37 papers Journal 23Unranked 14

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