High spatio-temporal resolution dynamic contrast-enhnaced MRI using compressed sensing. - Kyunghyun Sung; Manoj Saranathan; Bruce Lewis Daniel; Brian A. Hargreaves (APSIPA, 2012)

Vectorial non-local total variation regularization for calibration-free parallel MRI reconstruction. - Stamatios Lefkimmiatis; Andres Saucedo; Stanley J. Osher; Kyunghyun Sung (ISBI, 2015)

Automatic Segmentation of Renal Compartments in DCE-MRI Images. - Xin Yang 008; Hung Le Minh; Kwang-Ting (Tim) Cheng; Kyung Hyun Sung; Wenyu Liu 001 (MICCAI (1), 2015)

Renal compartment segmentation in DCE-MRI images. - Xin Yang 008; Hung Le Minh; Kwang-Ting (Tim) Cheng; Kyung Hyun Sung; Wenyu Liu 001 (Medical Image Anal., 2016)

Improved Computational Efficiency of Locally Low Rank MRI Reconstruction Using Iterative Random Patch Adjustments. - Andres Saucedo; Stamatios Lefkimmiatis; Novena Rangwala; Kyunghyun Sung (IEEE Trans. Medical Imaging, 2017)

Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI. - Ruiming Cao; Xinran Zhong; Fabien Scalzo; Steven S. Raman; Kyung Hyun Sung (ICCV Workshops, 2019)

Prostate Cancer Detection and Segmentation in Multi-parametric MRI via CNN and Conditional Random Field. - Ruiming Cao; Xinran Zhong; Sepideh Shakeri; Amirhossein Mohammadian Bajgiran; Sohrab Afshari Mirak; Dieter Enzmann; Steven S. Raman; Kyung Hyun Sung (ISBI, 2019)

Automatic Prostate Zonal Segmentation Using Fully Convolutional Network With Feature Pyramid Attention. - Yongkai Liu; Kyung Hyun Sung; Guang Yang 006; Sohrab Afshari Mirak; Melina Hosseiny; Afshin Azadikhah; Xinran Zhong; Robert E. Reiter; Yeejin Lee; Steven S. Raman (IEEE Access, 2019)

Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer. - Jie Fu; Xinran Zhong; Ning Li; Ritchell Van Dams; John Lewis; Kyung Hyun Sung; Ann C. Raldow; Jing Jin; X. Sharon Qi (CoRR, 2019)

Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet. - Ruiming Cao; Amirhossein Mohammadian Bajgiran; Sohrab Afshari Mirak; Sepideh Shakeri; Xinran Zhong; Dieter Enzmann; Steven S. Raman; Kyung Hyun Sung (IEEE Trans. Medical Imaging, 2019)

Exploring Uncertainty Measures in Bayesian Deep Attentive Neural Networks for Prostate Zonal Segmentation. - Yongkai Liu; Guang Yang 006; Melina Hosseiny; Afshin Azadikhah; Sohrab Afshari Mirak; Qi Miao; Steven S. Raman; Kyung Hyun Sung (IEEE Access, 2020)

Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI. - Haoxin Zheng; Qi Miao; Steven S. Raman; Fabien Scalzo; Kyung Hyun Sung (ISBI, 2021)

A Miniature Flexible Coil for High-SNR MRI of the Pituitary Gland. - Jiahao Lin; Siyuan Liu; Marvin Bergsneider; J. Rock Hadley; Giyarpuram N. Prashant; Sophie Peeters; Robert N. Candler; Kyung Hyun Sung (IEEE Access, 2022)

High-Resolution 3D MRI With Deep Generative Networks via Novel Slice-Profile Transformation Super-Resolution. - Jiahao Lin; Qi Miao; Chuthaporn Surawech; Steven S. Raman; Kai Zhao; Holden H. Wu; Kyunghyun Sung (IEEE Access, 2023)

PartDiff: Image Super-resolution with Partial Diffusion Models. - Kai Zhao; Alex Ling Yu Hung; Kaifeng Pang; Haoxin Zheng; Kyunghyun Sung (CoRR, 2023)

CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI. - Alex Ling Yu Hung; Haoxin Zheng; Qi Miao; Steven S. Raman; Demetri Terzopoulos; Kyung Hyun Sung (IEEE Trans. Medical Imaging, 2023)

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection. - Alex Ling Yu Hung; Haoxin Zheng; Kai Zhao; Kaifeng Pang; Demetri Terzopoulos; Kyunghyun Sung (MICCAI (8), 2024)

CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation. - Alex Ling Yu Hung; Haoxin Zheng; Kai Zhao; Xiaoxi Du; Kaifeng Pang; Qi Miao; Steven S. Raman; Demetri Terzopoulos; Kyunghyun Sung (WACV, 2024)

Minimally User-Guided 3D Micro-Ultrasound Prostate Segmentation. - Alex Ling Yu Hung; Kai Zhao; Kaifeng Pang; Qi Miao; Zhaozhi Wang; Wayne Brisbane; Demetri Terzopoulos; Kyunghyun Sung (ISBI, 2025)

Resection Margin Prediction in Pancreatic Ductal Adenocarcinoma: A Multi-Modal Machine Learning Approach Integrating Clinical and Computed Tomography Radiomics Data. - 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 (ISBI, 2025)

MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging. - Kaifeng Pang; Qi Miao; Alex Ling Yu Hung; Kai Zhao; Eunsun Oh; Raymi Ramirez; Wayne Brisbane; Kyunghyun Sung (ISBI, 2025)

NExpR: Neural Explicit Representation for fast arbitrary-scale medical image super-resolution. - Kaifeng Pang; Kai Zhao; Alex Ling Yu Hung; Haoxin Zheng; Ran Yan; Kyunghyun Sung (Comput. Biol. Medicine, 2025)

MRI Super-Resolution With Partial Diffusion Models. - Kai Zhao; Kaifeng Pang; Alex Ling Yu Hung; Haoxin Zheng; Ran Yan; Kyunghyun Sung (IEEE Trans. Medical Imaging, 2025)