Chun-Hung Chao
About
I am currently a machine learning engineer at AILabs.tw working on learning-based solutions to improve medical diagnosis procedures.
Prior to joining the industry, I was lucky to have opportunities to work with Professor Min Sun at National Tsing Hua University and Dr. Le Lu from PAII Bethesda Research Lab.
My research mainly focuses on computer vision and its applications in medical image computing.
In particular, I am interested in vision for interaction
, especially for the efficient computer-assisted medical interventions.
Research
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020 Early Accept
Chun-Hung Chao, Zhuotun Zhu, Ke Yan, Dazhou Guo, Tsung-Ying Ho, Jinzheng Cai, Adam P. Harrison, Jing Xiao, Alan L. Yuille, Min Sun, Le Lu, Dakai Jin
[arXiv]Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-Based Gating Using 3D CT/PET Imaging in Radiotherapy
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020 Early Accept
Zhuotun Zhu, Dakai Jin, Ke Yan, Tsung-Ying Ho, Xianghua Ye, Dazhou Guo, Chun-Hung Chao, Jing Xiao, Alan L. Yuille, Le Lu
[arXiv]Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Dazhou Guo, Dakai Jin, Zhuotun Zhu, Tsung-Ying Ho, Adam P. Harrison, Chun-Hung Chao, Jing Xiao, Alan L. Yuille, Chien-Yu Lin, Le Lu
[arXiv]Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network
Machine Learning for Health Workshop at Neural Information Processing Systems (NeurIPS ML4H) 2018 Spotlight
Chun-Hung Chao, Yen-Chi Cheng, Hsien-Tzu Cheng, Chi-Wen Huang, Tsung-Ying Ho, Chen-Kan Tseng, Le Lu, Min Sun
[arXiv]Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
Hsien-Tzu Cheng, Chun-Hung Chao, Jin-Dong Dong, Hao-Kai Wen, Tyng-Luh Liu, Min Sun
[arXiv] [project page]Interactive Radiotherapy Target Delineation with 3D-Fused Context Propagation
Chun-Hung Chao, Hsien-Tzu Cheng, Tsung-Ying Ho, Le Lu, Min Sun
Detecting Scatteredly-Distributed, Small, and Critically Important Objects in 3D Oncology Imaging via Decision Stratification
Zhuotun Zhu, Ke Yan, Dakai Jin, Jinzheng Cai, Tsung-Ying Ho, Adam P Harrison, Dazhou Guo, Chun-Hung Chao, Xianghua Ye, Jing Xiao, Alan Yuille, Le Lu
Education
National Tsing Hua University
2017 - 2020
M.S. in Electrical Engineering
Vision Science LabAdvisor: Min Sun
National Taiwan University of Science and Technology
2013 - 2017
B.S. in Electrical Engineering
Minor in Computer Science and Information Engineering