Albert C. S. Chung

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 60

Top Venues

Publications

Wen Ji, Albert C. S. Chung
Unsupervised Domain Adaptation for Medical Image Segmentation Using Transformer With Meta Attention. IEEE Trans. Medical Imaging 43 (2) (2024)
Rongzhao Zhang, Albert C. S. Chung
EfficientQ: An efficient and accurate post-training neural network quantization method for medical image segmentation. Medical Image Anal. 97 (2024)
Ziyi He, Tony C. W. Mok, Albert C. S. Chung
Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging 42 (3) (2023)
Tony C. W. Mok, Albert C. S. Chung
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. CoRR (2022)
Ziyi He, Albert C. S. Chung
SETGen: Scalable and Efficient Template Generation Framework for Groupwise Medical Image Registration. CoRR (2022)
Tony C. W. Mok, Albert C. S. Chung
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans. MICCAI (6) (2022)
Tony C. W. Mok, Albert C. S. Chung
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. CVPR (2022)
Colin S. C. Tsang, Tony C. W. Mok, Albert C. S. Chung
Joint Denoising and Super-Resolution for Fluorescence Microscopy Using Weakly-Supervised Deep Learning. MOVI@MICCAI (2022)
Han Zhang, Tony C. W. Mok, Albert C. S. Chung
Dcor-VLDet: A Vertebra Landmark Detection Network for Scoliosis Assessment with Dual Coordinate System. MLMI@MICCAI (2022)
Yishuo Zhang, Albert C. S. Chung
GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. OMIA@MICCAI (2022)
Yongxiang Huang, Albert C. S. Chung
Disease prediction with edge-variational graph convolutional networks. Medical Image Anal. 77 (2022)
Tony C. W. Mok, Albert C. S. Chung
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans. CoRR (2022)
Pei Wang, Albert C. S. Chung
Relax and focus on brain tumor segmentation. Medical Image Anal. 75 (2022)
Tony C. W. Mok, Albert C. S. Chung
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-Up Brain MRI Scans of Diffuse Glioma Patients. BrainLes@MICCAI (2022)
Tony C. W. Mok, Albert C. S. Chung
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients. CoRR (2022)
Tony C. W. Mok, Albert C. S. Chung
Conditional Deformable Image Registration with Convolutional Neural Network. MICCAI (4) (2021)
Tony C. W. Mok, Albert C. S. Chung
Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge. MIDOG/MOOD/Learn2Reg@MICCAI (2021)
Tony C. W. Mok, Albert C. S. Chung
Conditional Deformable Image Registration with Convolutional Neural Network. CoRR (2021)
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR (2021)
Ziyi He, Albert C. S. Chung
Learning-Based Template Synthesis for Groupwise Image Registration. SASHIMI@MICCAI (2021)
Rongzhao Zhang, Albert C. S. Chung
MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation. Medical Image Anal. 73 (2021)
Yongxiang Huang, Albert C. S. Chung
Edge-Variational Graph Convolutional Networks for Uncertainty-Aware Disease Prediction. MICCAI (7) (2020)
Yongxiang Huang, Albert C. S. Chung
Semi-Supervised Multimodality Learning With Graph Convolutional Neural Networks For Disease Diagnosis. ICIP (2020)
Pei Wang, Albert C. S. Chung
DoubleU-Net: Colorectal Cancer Diagnosis and Gland Instance Segmentation with Text-Guided Feature Control. ECCV Workshops (1) (2020)
Tony C. W. Mok, Albert C. S. Chung
Large Deformation Image Registration with Anatomy-Aware Laplacian Pyramid Networks. MICCAI (Challenges) (2020)
Yongxiang Huang, Albert C. S. Chung
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction. CoRR (2020)
Jierong Wang, Albert C. S. Chung
Higher-Order Flux with Spherical Harmonics Transform for Vascular Analysis. MICCAI (6) (2020)
Pei Wang, Albert C. S. Chung
Learning Hierarchical Semantic Correspondence and Gland Instance Segmentation. MLMI@MICCAI (2020)
Ziyi He, Albert C. S. Chung
Unsupervised End-To-End Groupwise Registration Framework Without Generating Templates. ICIP (2020)
Tony C. W. Mok, Albert C. S. Chung
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. CoRR (2020)
Tony C. W. Mok, Albert C. S. Chung
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. CVPR (2020)
Tony C. W. Mok, Albert C. S. Chung
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. CoRR (2020)
Tony C. W. Mok, Albert C. S. Chung
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. MICCAI (3) (2020)
Rongzhao Zhang, Albert C. S. Chung
A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation. CoRR (2019)
Yongxiang Huang, Albert C. S. Chung
Evidence Localization for Pathology Images Using Weakly Supervised Learning. MICCAI (1) (2019)
Zhou He, Siqi Bao, Albert C. S. Chung
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. CoRR (2019)
Han Zhang, Albert C. S. Chung
Lesion Detection with Deep Aggregated 3D Contextual Feature and Auxiliary Information. MLMI@MICCAI (2019)
Rongzhao Zhang, Albert C. S. Chung
A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation. MICCAI (2) (2019)
Jierong Wang, Albert C. S. Chung
High-Order Oriented Cylindrical Flux for Curvilinear Structure Detection and Vessel Segmentation. IPMI (2019)
Siqi Bao, Albert C. S. Chung
Multi-scale structured CNN with label consistency for brain MR image segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (1) (2018)
Zhou He, Siqi Bao, Albert C. S. Chung
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. DLMIA/ML-CDS@MICCAI (2018)
Rongzhao Zhang, Han Zhang, Albert C. S. Chung
A Unified Mammogram Analysis Method via Hybrid Deep Supervision. RAMBO+BIA+TIA@MICCAI (2018)
Tony C. W. Mok, Albert C. S. Chung
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. CoRR (2018)
Yishuo Zhang, Albert C. S. Chung
Deep supervision with additional labels for retinal vessel segmentation task. CoRR (2018)
Rongzhao Zhang, Han Zhang, Albert C. S. Chung
A Unified Mammogram Analysis Method via Hybrid Deep Supervision. CoRR (2018)
Pei Wang, Albert C. S. Chung
Focal Dice Loss and Image Dilation for Brain Tumor Segmentation. DLMIA/ML-CDS@MICCAI (2018)
Yishuo Zhang, Albert C. S. Chung
Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task. MICCAI (2) (2018)
Tony C. W. Mok, Albert C. S. Chung
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. BrainLes@MICCAI (1) (2018)
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
3D Randomized Connection Network With Graph-Based Label Inference. IEEE Trans. Image Process. 27 (8) (2018)
Ronald W. K. So, Albert C. S. Chung
A novel learning-based dissimilarity metric for rigid and non-rigid medical image registration by using Bhattacharyya Distances. Pattern Recognit. 62 (2017)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation. IEEE Trans. Image Process. 26 (6) (2017)
Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung
3D Randomized Connection Network with Graph-based Label Inference. CoRR (2017)
Siqi Bao, Pei Wang, Albert C. S. Chung
3D Randomized Connection Network with Graph-Based Inference. DLMIA/ML-CDS@MICCAI (2017)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation. CoRR (2016)
Siqi Bao, Albert C. S. Chung
Feature Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation. MICCAI (2) (2016)
Siqi Bao, Albert C. S. Chung
A unified framework for atlas-based segmentation with forward deformation and label refinement. ICASSP (2016)
Siqi Bao, Albert C. S. Chung
Label inference encoded with local and global patch priors. ICIP (2016)
Tal Arbel, Manuel Jorge Cardoso, William M. Wells III, Albert C. S. Chung, Doina Precup
Editorial on Special Issue on Probabilistic Models for Biomedical Image Analysis. Comput. Vis. Image Underst. 151 (2016)
Qing Zhang, Albert C. S. Chung
3D Vessel Segmentation Using Random Walker with Oriented Flux Analysis and Direction Coherence. MIAR (2016)
Shu Liao, Dinggang Shen, Albert C. S. Chung
A Markov Random Field Groupwise Registration Framework for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36 (4) (2014)
Siqi Bao, Albert C. S. Chung
Label Inference with Registration and Patch Priors. MICCAI (1) (2014)
Ning Zhu, Albert C. S. Chung
Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation. CVPR (2013)
Ning Zhu, Albert C. S. Chung
Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation. MICCAI (2) (2013)
Max W. K. Law, Albert C. S. Chung
Segmentation of Intracranial Vessels and Aneurysms in Phase Contrast Magnetic Resonance Angiography Using Multirange Filters and Local Variances. IEEE Trans. Image Process. 22 (3) (2013)
Ning Zhu, Albert C. S. Chung
Optimal and efficient segmentation for 3D vascular forest structure with graph cuts. ICIP (2013)
Yishan Luo, Albert C. S. Chung
Nonrigid Image Registration With Crystal Dislocation Energy. IEEE Trans. Image Process. 22 (1) (2013)
Wilbur C. K. Wong, Ronald W. K. So, Albert C. S. Chung
Principal Curves for Lumen Center Extraction and Flow Channel Width Estimation in 3-D Arterial Networks: Theory, Algorithm, and Validation. IEEE Trans. Image Process. 21 (4) (2012)
William K. H. Wu, Albert C. S. Chung, Henry H. N. Lam
Multi-resolution LC-MS images alignment using dynamic time warping and Kullback-Leibler distance. ICIP (2012)
Ning Zhu, Albert C. S. Chung
Graph-based optimal cross section boundary for vessel segmentation and stenosis quantification. ICIP (2012)
Shu Liao, Max W. K. Law, Albert C. S. Chung
Non-rigid image registration using electric current flow. MMBIA (2012)
Shu Liao, Albert C. S. Chung
Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor. IEEE Trans. Image Process. 21 (1) (2012)
Yishan Luo, Albert C. S. Chung
An atlas-based deep brain structure segmentation method: from coarse positioning to fine shaping. ICASSP (2011)
Ronald W. K. So, Tommy W. H. Tang, Albert C. S. Chung
Non-rigid image registration of brain magnetic resonance images using graph-cuts. Pattern Recognit. 44 (10-11) (2011)
Ronald W. K. So, Albert C. S. Chung
Learning-based non-rigid image registration using prior joint intensity distributions with graph-cuts. ICIP (2011)
K. Hameeteman, Maria A. Zuluaga, Moti Freiman, Leo Joskowicz, Olivier Cuisenaire, Leonardo Florez-Valencia, Mehmet Akif Gülsün, Karl Krissian, Julien Mille, Wilbur C. K. Wong, Maciej Orkisz, Hüseyin Tek, Marcela Hernández Hoyos, Fethallah Benmansour, Albert C. S. Chung, Sietske Rozie, M. van Gils, L. van den Borne, Jacob Sosna, Phillip M. Berman, N. Cohen, Philippe Douek, I. Sánchez, M. Aissat, Michiel Schaap, Coert Metz, Gabriel P. Krestin, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Anal. 15 (4) (2011)
Yuan Yuan, Yishan Luo, Albert C. S. Chung
VE-LLI-VO: Vessel Enhancement Using Local Line Integrals and Variational Optimization. IEEE Trans. Image Process. 20 (7) (2011)
Ning Zhu, Albert C. S. Chung
Minimum Average-Cost Path for Real Time 3D Coronary Artery Segmentation of CT Images. MICCAI (3) (2011)
Ronald W. K. So, Albert C. S. Chung
Learning-based multi-modal rigid image registration by using Bhattacharyya distances. EMBC (2011)
Shu Liao, Albert C. S. Chung
A novel Markov random field based deformable model for face recognition. CVPR (2010)
Zhenyu He, Albert C. S. Chung
3-D B-spline Wavelet-Based Local Standard Deviation (BWLSD): Its Application to Edge Detection and Vascular Segmentation in Magnetic Resonance Angiography. Int. J. Comput. Vis. 87 (3) (2010)
Shu Liao, Albert C. S. Chung
A novel multi-layer framework for non-rigid image registration. ISBI (2010)
Max W. K. Law, Albert C. S. Chung
An Oriented Flux Symmetry Based Active Contour Model for Three Dimensional Vessel Segmentation. ECCV (3) (2010)
Ronald W. K. So, Albert C. S. Chung
Multi-modal non-rigid image registration based on similarity and dissimilarity with the prior joint intensity distributions. ISBI (2010)
Shu Liao, Albert C. S. Chung
A new subspace learning method in Fourier domain for texture classification. ICIP (2010)
Jue Wu, Wenchao Cai, Albert C. S. Chung
POSIT: Part-based object segmentation without intensive training. Pattern Recognit. 43 (3) (2010)
Shu Liao, Albert C. S. Chung
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters. IEEE Trans. Medical Imaging 29 (1) (2010)
Ronald W. K. So, Albert C. S. Chung
Non-rigid image registration by using graph-cuts with mutual information. ICIP (2010)
Max W. K. Law, Albert C. S. Chung
A Deformable Surface Model for Vascular Segmentation. MICCAI (1) (2009)
Shu Liao, Albert C. S. Chung
Face recognition with salient local gradient orientation binary patterns. ICIP (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with Uniform Spherical Structure Patterns. IPMI (2009)
Max W. K. Law, Albert C. S. Chung
Efficient Implementation for Spherical Flux Computation and Its Application to Vascular Segmentation. IEEE Trans. Image Process. 18 (3) (2009)
Jue Wu, Albert C. S. Chung
A novel framework for segmentation of deep brain structures based on Markov dependence tree. NeuroImage 46 (4) (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with Uniform Gradient Spherical Patterns. MICCAI (1) (2009)
Ronald W. K. So, Albert C. S. Chung
Multi-level non-rigid image registration using graph-cuts. ICASSP (2009)
Fethallah Benmansour, Laurent D. Cohen, Max W. K. Law, Albert C. S. Chung
Tubular anisotropy for 2D vessel segmentation. CVPR (2009)
Shu Liao, Max W. K. Law, Albert C. S. Chung
Dominant Local Binary Patterns for Texture Classification. IEEE Trans. Image Process. 18 (5) (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with SalphaSFilters. MICCAI (2) (2008)
Wilbur C. K. Wong, Albert C. S. Chung
Principal curves to extract vessels in 3D angiograms. CVPR Workshops (2008)
Sai Kit Yeung, Chi-Keung Tang, Pengcheng Shi, Josien P. W. Pluim, Max A. Viergever, Albert C. S. Chung, Helen C. Shen
Enforcing stochastic inverse consistency in non-rigid image registration and matching. CVPR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Albert C. S. Chung