Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. - Tony C. W. Mok; Albert C. S. Chung (BrainLes@MICCAI (1), 2018)

3D Randomized Connection Network With Graph-Based Label Inference. - Siqi Bao; Pei Wang; Tony C. W. Mok; Albert C. S. Chung (IEEE Trans. Image Process., 2018)

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. - Tony C. W. Mok; Albert C. S. Chung (CVPR, 2020)

Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. - Tony C. W. Mok; Albert C. S. Chung (MICCAI (3), 2020)

Large Deformation Image Registration with Anatomy-Aware Laplacian Pyramid Networks. - Tony C. W. Mok; Albert C. S. Chung (MICCAI (Challenges), 2020)

Conditional Deformable Image Registration with Convolutional Neural Network. - Tony C. W. Mok; Albert C. S. Chung (MICCAI (4), 2021)

Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge. - Tony C. W. Mok; Albert C. S. Chung (MIDOG/MOOD/Learn2Reg@MICCAI, 2021)

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. - Alessa Hering; Lasse Hansen; Tony C. W. Mok; Albert C. S. Chung; Hanna Siebert; Stephanie Häger; Annkristin Lange; Sven Kuckertz; Stefan Heldmann; Wei Shao 008; Sulaiman Vesal; Mirabela Rusu; et al. (CoRR, 2021)

Robust Image Registration with Absent Correspondences in Pre-operative and Follow-Up Brain MRI Scans of Diffuse Glioma Patients. - Tony C. W. Mok; Albert C. S. Chung (BrainLes@MICCAI, 2022)

Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. - Tony C. W. Mok; Albert C. S. Chung (CVPR, 2022)

Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans. - Tony C. W. Mok; Albert C. S. Chung (MICCAI (6), 2022)

Joint Denoising and Super-Resolution for Fluorescence Microscopy Using Weakly-Supervised Deep Learning. - Colin S. C. Tsang; Tony C. W. Mok; Albert C. S. Chung (MOVI@MICCAI, 2022)

Dcor-VLDet: A Vertebra Landmark Detection Network for Scoliosis Assessment with Dual Coordinate System. - Han Zhang 049; Tony C. W. Mok; Albert C. S. Chung (MLMI@MICCAI, 2022)

Unsupervised 3D Registration Through Optimization-Guided Cyclical Self-training. - Alexander Bigalke; Lasse Hansen; Tony C. W. Mok; Mattias P. Heinrich (MICCAI (10), 2023)

Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. - Ziyi He; Tony C. W. Mok; Albert C. S. Chung (MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 2023)

SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation Pyramid. - Zi Li; Lin Tian 001; Tony C. W. Mok; Xiaoyu Bai; Puyang Wang; Jia Ge; Jingren Zhou 001; Le Lu 001; Xianghua Ye; Ke Yan 006; Dakai Jin (MICCAI (10), 2023)

Deformable Medical Image Registration Under Distribution Shifts with Neural Instance Optimization. - Tony C. W. Mok; Zi Li; Yingda Xia; Jiawen Yao; Ling Zhang 002; Jingren Zhou 001; Le Lu 001 (MLMI@MICCAI (1), 2023)

Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images. - Xiaoyu Bai; Fan Bai 008; Xiaofei Huo; Jia Ge; Tony C. W. Mok; Zi Li; Minfeng Xu; Jingren Zhou 001; Le Lu 001; Dakai Jin; Xianghua Ye; Jingjing Lu; et al. (CoRR, 2023)

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. - Alessa Hering; Lasse Hansen; Tony C. W. Mok; Albert C. S. Chung; Hanna Siebert; Stephanie Häger; Annkristin Lange; Sven Kuckertz; Stefan Heldmann; Wei Shao 008; Sulaiman Vesal; Mirabela Rusu; et al. (IEEE Trans. Medical Imaging, 2023)

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-Ray Expert Models. - Weiwei Cao; Jianpeng Zhang; Yingda Xia; Tony C. W. Mok; Zi Li; Xianghua Ye; Le Lu 001; Jian Zheng; Yuxing Tang; Ling Zhang 002 (CVPR, 2024)

CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data. - Wei Fang 005; Yuxing Tang; Heng Guo; Mingze Yuan; Tony C. W. Mok; Ke Yan 006; Jiawen Yao; Xin Chen 058; Zaiyi Liu; Le Lu 001; Ling Zhang 002; Minfeng Xu (CVPR, 2024)

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration. - Tony C. W. Mok; Zi Li; Yunhao Bai; Jianpeng Zhang; Wei Liu 127; Yan-Jie Zhou; Ke Yan 006; Dakai Jin; Yu Shi; Xiaoli Yin; Le Lu 001; Ling Zhang 002 (CVPR, 2024)

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-contrast CT Scans. - Bizhe Bai; Yan-Jie Zhou; Yujian Hu; Tony C. W. Mok; Yilang Xiang; Le Lu 001; Hongkun Zhang; Minfeng Xu (MICCAI (1), 2024)

Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports. - Guangyu Guo; Jiawen Yao; Yingda Xia; Tony C. W. Mok; Zhilin Zheng; Junwei Han 001; Le Lu 001; Dingwen Zhang; Jian Zhou; Ling Zhang 002 (CoRR, 2024)

Rapid and Accurate Diagnosis of Acute Aortic Syndrome using Non-contrast CT: A Large-scale, Retrospective, Multi-center and AI-based Study. - Yujian Hu; Yilang Xiang; Yan-Jie Zhou; Yangyan He; Shifeng Yang; Xiaolong Du; Chunlan Den; Youyao Xu; Gaofeng Wang; Zhengyao Ding; Jingyong Huang; Wenjun Zhao; et al. (CoRR, 2024)

Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT. - Zi Li; Ying Chen; Zeli Chen; Yanzhou Su; Tai Ma; Tony C. W. Mok; Yan-Jie Zhou; Yunhai Bai; Zhinlin Zheng; Le Lu 001; Yirui Wang 002; Jia Ge; et al. (CoRR, 2024)

Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans. - Heng Guo; Jianfeng Zhang; Jiaxing Huang; Tony C. W. Mok; Dazhou Guo; Ke Yan 006; Le Lu 001; Dakai Jin; Minfeng Xu (AAAI, 2025)

UniReg: Foundation Model for Controllable Medical Image Registration. - Zi Li; Jianpeng Zhang; Tai Ma; Tony C. W. Mok; Yan-Jie Zhou; Zeli Chen; Xianghua Ye; Le Lu 001; Dakai Jin (CoRR, 2025)

OncoReg: Medical Image Registration for Oncological Challenges. - Wiebke Heyer; Yannic Elser; Lennart Berkel; Xinrui Song; Xuanang Xu; Pingkun Yan; Xi Jia; Jinming Duan 001; Zi Li; Tony C. W. Mok; Bowen Li; Christian Staackmann; et al. (CoRR, 2025)