Alex Ling Yu Hung

24 papers A 1Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
PCa-Mamba: Spatiotemporal state space models for prostate cancer detection in multi-parametric MRI.
Medical Image Anal.
Kai Zhao, Alex Ling Yu Hung, Kaifeng Pang, Parsa Hajipour, Holden H. Wu, Steven S. Raman, Kyunghyun Sung
2025 — conf
MPR-Diff: A Self-Supervised Diffusion Model for Multi-Planar Reformation in Prostate Micro-Ultrasound Imaging.
ISBI
Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Kai Zhao, Eunsun Oh, Raymi Ramirez, Wayne Brisbane, Kyunghyun Sung
2025 J jnl
MRI Super-Resolution With Partial Diffusion Models.
IEEE Trans. Medical Imaging
Kai Zhao, Kaifeng Pang, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung
2025 — conf
Minimally User-Guided 3D Micro-Ultrasound Prostate Segmentation.
ISBI
Alex Ling Yu Hung, Kai Zhao, Kaifeng Pang, Qi Miao, Zhaozhi Wang, Wayne Brisbane, Demetri Terzopoulos, Kyunghyun Sung
2025 J jnl
NExpR: Neural Explicit Representation for fast arbitrary-scale medical image super-resolution.
Comput. Biol. Medicine
Kaifeng Pang, Kai Zhao, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung
2025 J jnl
PoRe: Position-Reweighted Visual Token Pruning for Vision Language Models.
CoRR
Kai Zhao, Wubang Yuan, Alex Ling Yu Hung, Dan Zeng
2024 A conf
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation.
WACV
Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung
2024 — conf
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection.
MICCAI (8)
Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Kaifeng Pang, Demetri Terzopoulos, Kyunghyun Sung
2024 J jnl
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection.
CoRR
Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Kaifeng Pang, Demetri Terzopoulos, Kyunghyun Sung
2024 J jnl
Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction.
CoRR
Kai Zhao, Zuojie He, Alex Ling Yu Hung, Dan Zeng
2023 J jnl
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI.
IEEE Trans. Medical Imaging
Alex Ling Yu Hung, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyung Hyun Sung
2023 J jnl
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation.
CoRR
Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Xiaoxi Du, Kaifeng Pang, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyunghyun Sung
2023 J jnl
PartDiff: Image Super-resolution with Partial Diffusion Models.
CoRR
Kai Zhao, Alex Ling Yu Hung, Kaifeng Pang, Haoxin Zheng, Kyunghyun Sung
2022 J jnl
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI.
CoRR
Alex Ling Yu Hung, Haoxin Zheng, Qi Miao, Steven S. Raman, Demetri Terzopoulos, Kyung Hyun Sung
2022 J jnl
The Role of Pleura and Adipose in Lung Ultrasound AI.
CoRR
Gautam Rajendrakumar Gare, Wanwen Chen, Alex Ling Yu Hung, Edward Chen, Hai V. Tran, Tom Fox, Peter Lowery, Kevin Zamora, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti
2021 J jnl
Good and bad boundaries in ultrasound compounding: preserving anatomic boundaries while suppressing artifacts.
Int. J. Comput. Assist. Radiol. Surg.
Alex Ling Yu Hung, John M. Galeotti
2021 — conf
Hierarchical Probabilistic Ultrasound Image Inpainting via Variational Inference.
DGM4MICCAI/DALI@MICCAI
Alex Ling Yu Hung, Zhiqing Sun, Wanwen Chen, John M. Galeotti
2021 — conf
The Role of Pleura and Adipose in Lung Ultrasound AI.
CLIP/DCL/LL-COVID19/PPML@MICCAI
Gautam Rajendrakumar Gare, Wanwen Chen, Alex Ling Yu Hung, Edward Chen, Hai V. Tran, Tom Fox, Peter Lowery, Kevin Zamora, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti
2021 — conf
Ultrasound Confidence Maps Of Intensity And Structure Based On Directed Acyclic Graphs And Artifact Models.
ISBI
Alex Ling Yu Hung, Wanwen Chen, John M. Galeotti
2021 — conf
Ultrasound Variational Style Transfer to Generate Images Beyond the Observed Domain.
DGM4MICCAI/DALI@MICCAI
Alex Ling Yu Hung, John M. Galeotti
2020 — conf
3D Mapping of TAU Neurofibrillary Tangle Pathology in the Human Medial Temporal Lobe.
ISBI
Paul A. Yushkevich, Maria Mercedes Iñiguez de Onzoño Martin, Ranjit Ittyerah, Sydney Lim, Madigan Lavery, Jiancong Wang, Alex Ling Yu Hung, Nicolas Vergnet, Sadhana Ravikumar, Long Xie, Mengjin Dong, Robin DeFlores, Salena Cui, Lauren McCollum, Daniel T. Ohm, John L. Robinson, Theresa Schuck, Murray Grossman, M. Dylan Tisdall, Karthik Prabhakaran, Gabor Mizsei, Sandhitsu R. Das, Emilio Artacho-Pérula, María del Mar Arroyo Jiménez, Mónica Muñoz López, Maria del Pilar Marcos Rabal, Francisco Javier Molina Romero, Edward B. Lee, John Q. Trojanowski, Laura E. M. Wisse, David A. Wolk, David J. Irwin, Ricardo Insausti
2020 J jnl
Good and Bad Boundaries in Ultrasound Compounding: Preserving Anatomic Boundaries While Suppressing Artifacts.
CoRR
Alex Ling Yu Hung, John M. Galeotti
2020 J jnl
Ultrasound Confidence Maps of Intensity and Structure Based on Directed Acyclic Graphs and Artifact Models.
CoRR
Alex Ling Yu Hung, Wanwen Chen, John M. Galeotti
2020 J jnl
Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles.
CoRR
Alex Ling Yu Hung, Edward Chen, John M. Galeotti