Mok, Tony C. W.
- Large Deformation Diffeomorphic Image Registration with Laplacian\n Pyramid Networks
2020/06/29 by Tony C. W. Mok, Albert C. S. Chung, Mok, Tony C. W. +1 · 15 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
2021/12/08 by Alessa Hering, Lasse Hansen, Hering, Alessa +97 · 18 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
2020/03/20 by Mok, Tony C. W., Chung, Albert C. S. · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
2021/12/13 by Baheti, Bhakti, Chakrabarty, Satrajit, Akbari, Hamed +70 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models
2024/04/07 by Weiwei Cao, Jianpeng Zhang, Cao, Weiwei +17 · 8 citations
Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Affine Medical Image Registration with Coarse-to-Fine Vision Transformer
2022/03/29 by Tony C. W. Mok, Mok, Tony C. W., Albert C. S. Chung +1 · 4 citations
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
2024/04/07 by Fang, Wei, Tang, Yuxing, Guo, Heng +9 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Conditional Deformable Image Registration with Convolutional Neural Network
2021/06/23 by Mok, Tony C. W., Chung, Albert C. S. · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid
2023/07/19 by Li, Zi, Tian, Lin, Mok, Tony C. W. +8 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans
2022/06/08 by Mok, Tony C. W., Chung, Albert C. S. · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
2024/02/29 by Tony C. W. Mok, Zi Li, Mok, Tony C. W. +21 · 4 citations
Computer Science · Engineering · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients
2022/10/20 by Tony C. W. Mok, Mok, Tony C. W., Albert C. S. Chung +1 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans
2024/03/22 by Guo, Heng, Zhang, Jianfeng, Huang, Jiaxing +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- UniReg: Foundation Model for Controllable Medical Image Registration
2025/03/17 by Li, Zi, Zhang, Jianpeng, Ma, Tai +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences