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2020 – today
- 2026
[j12]Chetana Krishnan, Ezinwanne Onuoha, Alex Ling Yu Hung, Kyung Hyun Sung
, Harrison Kim:
SynSAM: a hybrid synchronous learning framework with knowledge retention for prostate zonal segmentation leveraging the segment anything model. Medical Biol. Eng. Comput. 64(4): 1369-1387 (2026)- [j11]Kai Zhao, Alex Ling Yu Hung, Kaifeng Pang, Parsa Hajipour, Holden H. Wu, Steven S. Raman, Kyunghyun Sung:
PCa-Mamba: Spatiotemporal state space models for prostate cancer detection in multi-parametric MRI. Medical Image Anal. 111: 104033 (2026) - [c15]Qiudi He, Kai Zhao, Kaifeng Pang, Qi Miao, Sanghyeok Lim, Changsuk Oh, Alex Ling Yu Hung, Kyunghyun Sung:
HiMaC: Histogram-Driven and Mask-Aware Consistency Models for MRI Reconstruction. ISBI 2026: 1-5 - [c14]Junying Li, Qingyang Hou, Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Elif Aygun, Shu-Fu Shih, Qing Dai, Holden H. Wu, Kyunghyun Sung:
CoDe: A Self-Supervised Consistency Model Framework for MRI Denoising. ISBI 2026: 1-5 - [c13]Changsuk Oh, Kaifeng Pang, Ricky Savjani, Kyunghyun Sung:
Beyond Zero-Filled Mask: Inpainting Quality Enhancement via Neural Implicit Guidance Prior. ISBI 2026: 1-5 - [c12]Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Changsuk Oh, Kai Zhao, Qiudi He, Marcel Dominik Nickel, Fei Han, Kyunghyun Sung:
AICM: An Anatomical-Prior Integrated Conditional Consistency Model for Self-Supervised MRI Through-Plane Super-Resolution. ISBI 2026: 1-5 - 2025
- [j10]Kaifeng Pang, Kai Zhao, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung:
NExpR: Neural Explicit Representation for fast arbitrary-scale medical image super-resolution. Comput. Biol. Medicine 184: 109354 (2025) - [j9]Kai Zhao, Kaifeng Pang, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung:
MRI Super-Resolution With Partial Diffusion Models. IEEE Trans. Medical Imaging 44(3): 1194-1205 (2025) - [c11]Alex Ling Yu Hung, Kai Zhao, Kaifeng Pang, Qi Miao, Zhaozhi Wang, Wayne Brisbane, Demetri Terzopoulos, Kyunghyun Sung:
Minimally User-Guided 3D Micro-Ultrasound Prostate Segmentation. ISBI 2025: 1-5 - [c10]Sohaib Naim, Linda Ye, Qi Miao, Ida Sonni, Chuthaporn Surawech, Ali Bassir, Yassin Kortam, Jena N. Depetris, Steven S. Raman, Oscar J. Hines, Kyunghyun Sung:
Resection Margin Prediction in Pancreatic Ductal Adenocarcinoma: A Multi-Modal Machine Learning Approach Integrating Clinical and Computed Tomography Radiomics Data. ISBI 2025: 1-5 - [c9]Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Kai Zhao, Eunsun Oh, Raymi Ramirez, Wayne Brisbane, Kyunghyun Sung:
MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging. ISBI 2025: 1-5 - 2024
- [c8]Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Kaifeng Pang, Demetri Terzopoulos, Kyunghyun Sung:
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection. MICCAI (8) 2024: 113-123 - [c7]Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung:
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation. WACV 2024: 5911-5920 - [i7]Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Kaifeng Pang, Demetri Terzopoulos, Kyunghyun Sung:
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection. CoRR abs/2407.01146 (2024) - 2023
- [j8]Jiahao Lin, Qi Miao, Chuthaporn Surawech, Steven S. Raman, Kai Zhao, Holden H. Wu, Kyunghyun Sung:
High-Resolution 3D MRI With Deep Generative Networks via Novel Slice-Profile Transformation Super-Resolution. IEEE Access 11: 95022-95036 (2023) - [j7]Alex Ling Yu Hung, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyung Hyun Sung:
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI. IEEE Trans. Medical Imaging 42(1): 291-303 (2023) - [i6]Kai Zhao, Alex Ling Yu Hung, Kaifeng Pang, Haoxin Zheng, Kyunghyun Sung:
PartDiff: Image Super-resolution with Partial Diffusion Models. CoRR abs/2307.11926 (2023) - [i5]Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung:
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation. CoRR abs/2311.04942 (2023) - 2022
- [j6]Jiahao Lin, Siyuan Liu, Marvin Bergsneider, J. Rock Hadley, Giyarpuram N. Prashant, Sophie Peeters, Robert N. Candler, Kyung Hyun Sung:
A Miniature Flexible Coil for High-SNR MRI of the Pituitary Gland. IEEE Access 10: 12619-12628 (2022) - [i4]Alex Ling Yu Hung, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyung Hyun Sung:
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI. CoRR abs/2203.15163 (2022) - 2021
- [c6]Haoxin Zheng, Qi Miao, Steven S. Raman, Fabien Scalzo, Kyung Hyun Sung:
Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI. ISBI 2021: 877-881 - 2020
- [j5]Yongkai Liu, Guang Yang, Melina Hosseiny, Afshin Azadikhah, Sohrab Afshari Mirak, Qi Miao, Steven S. Raman, Kyung Hyun Sung:
Exploring Uncertainty Measures in Bayesian Deep Attentive Neural Networks for Prostate Zonal Segmentation. IEEE Access 8: 151817-151828 (2020)
2010 – 2019
- 2019
- [j4]Yongkai Liu, Kyung Hyun Sung, Guang Yang, Sohrab Afshari Mirak, Melina Hosseiny, Afshin Azadikhah, Xinran Zhong, Robert E. Reiter, Yeejin Lee, Steven S. Raman:
Automatic Prostate Zonal Segmentation Using Fully Convolutional Network With Feature Pyramid Attention. IEEE Access 7: 163626-163632 (2019) - [j3]Ruiming Cao, Amirhossein Mohammadian Bajgiran, Sohrab Afshari Mirak, Sepideh Shakeri, Xinran Zhong, Dieter Enzmann, Steven S. Raman, Kyung Hyun Sung:
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet. IEEE Trans. Medical Imaging 38(11): 2496-2506 (2019) - [c5]Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung:
Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI. ICCV Workshops 2019: 434-439 - [c4]Ruiming Cao, Xinran Zhong, Sepideh Shakeri, Amirhossein Mohammadian Bajgiran, Sohrab Afshari Mirak, Dieter Enzmann, Steven S. Raman, Kyung Hyun Sung:
Prostate Cancer Detection and Segmentation in Multi-parametric MRI via CNN and Conditional Random Field. ISBI 2019: 1900-1904 - [i3]Jie Fu, Xinran Zhong, Ning Li, Ritchell Van Dams, John Lewis, Kyung Hyun Sung, Ann C. Raldow, Jing Jin, X. Sharon Qi:
Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer. CoRR abs/1909.04012 (2019) - [i2]Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung:
Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI. CoRR abs/1910.02185 (2019) - [i1]Yongkai Liu, Guang Yang, Sohrab Afshari Mirak, Melina Hosseiny, Afshin Azadikhah, Xinran Zhong, Robert E. Reiter, Yeejin Lee, Steven S. Raman, Kyung Hyun Sung:
Automatic Prostate Zonal Segmentation Using Fully Convolutional Network with Feature Pyramid Attention. CoRR abs/1911.00127 (2019) - 2017
- [j2]Andres Saucedo, Stamatios Lefkimmiatis, Novena Rangwala, Kyunghyun Sung:
Improved Computational Efficiency of Locally Low Rank MRI Reconstruction Using Iterative Random Patch Adjustments. IEEE Trans. Medical Imaging 36(6): 1209-1220 (2017) - 2016
- [j1]Xin Yang, Hung Le Minh, Kwang-Ting (Tim) Cheng, Kyung Hyun Sung, Wenyu Liu:
Renal compartment segmentation in DCE-MRI images. Medical Image Anal. 32: 269-280 (2016) - 2015
- [c3]Stamatios Lefkimmiatis, Andres Saucedo, Stanley J. Osher, Kyunghyun Sung:
Vectorial non-local total variation regularization for calibration-free parallel MRI reconstruction. ISBI 2015: 1256-1259 - [c2]Xin Yang, Hung Le Minh, Kwang-Ting (Tim) Cheng, Kyung Hyun Sung, Wenyu Liu:
Automatic Segmentation of Renal Compartments in DCE-MRI Images. MICCAI (1) 2015: 3-11 - 2012
- [c1]Kyunghyun Sung, Manoj Saranathan, Bruce L. Daniel, Brian A. Hargreaves:
High spatio-temporal resolution dynamic contrast-enhnaced MRI using compressed sensing. APSIPA 2012: 1-6
Coauthor Index
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