Qi DOU Assistant Professor Department of Computer Science and Engineering (co-affiliated with) T Stone Robotics Institute The Chinese University of Hong Kong (CUHK) Office: Rm 911, Ho Sin-Hang Engineering Building, CUHK, Shatin, HK Email:

I start to actively look for 2025Fall PhD, send me an email with your CV if interested. Our CUHK CSE department early admission application deadline is 23 May 2024.

Research Interest

• My research is at the interdisciplinary field of medical image analysis, machine learning and robotic surgery intelligence, aiming to create synergistic advancements for innovative intelligent systems that achieve an impact to support delivery of higher-quality medical diagnosis, intervention and education via next-generation healthcare technology. Previous representative works include 3D deep learning for image image computing, model generalizability and FL on heterogeneous medical data, surgical video analysis for real-time cognitive assistance, and SurRoL.
• Recent focus: 1) embodied intelligence for surgical robots, 2) smart XR for medical education, 3) multi-modal AI for healthcare applications, 4) robot sensing and learning in dynamic environments, 5) robot planning and smart object manipulation.

News

• [04/2024] Three papers accepted to IEEE TMI
• [04/2024] One paper accepted to Gastroenterology (IF: 29.4)
• [03/2024] To serve as Associate Editor for IEEE RAL
• [03/2024] To serve as Area Chair of NeurIPS 2024
• [02/2024] Two papers accepted to CVPR 2024
• [01/2024] One paper accepted to ICLR 2024
• [11/2023] To serve as Program Co-Chair of MICCAI 2024
• [11/2023] To serve as AE of ICRA 2024
• [10/2023] One paper published in Nature Communications
• [10/2023] Listed in World's Top 2% Scientists 2023 by Stanford University

Selected Awards

• NSFC Excellent Young Scientists Fund (Hong Kong & Macau), 优青(港澳), 2023.
• IEEE Engineering in Medicine and Biology Society (EMBS) Early Career Award, 2023.
• 国家教育部高等学校科学研究优秀成果奖(科学技术), 自然科学二等奖 (排名: 3/5), 2022.
• MICCAI Young Scientist Publication Award, 2022. (last author)
• IEEE Trans. on Medical Imaging Distinguished Reviewer, Platinum Level, 2022.
• CUHK Department Exemplary Teaching Award, 2022.
• IEEE ICRA Best Paper Award in Medical Robotics, 2021. (last author)
• IEEE EMBS Prize Paper Award 2nd Place, Trans. on Biomedical Engineering, 2021. (first author)
• MICCAI Young Scientist Publication Impact Paper Award Finalist, 2021. (first author)
• 1st Prize of IJCARS-MICCAI Best Paper Award, 2021. (corresponding author)
• IEEE Trans. on Medical Imaging Distinguished Reviewer, Gold Level, 2021.
• Hong Kong Institution of Science Young Scientist Award in Engineering Science, 2018.
• CUHK Faculty Outstanding Thesis Award, 2018.
• Best Paper Award of Elsevier Medical Image Analysis-MICCAI, 2017. (first author)

Teaching

• Spring2024: BMEG3102 Bioinformatics [course website]
• Fall2023: CSCI3230 Fundamentals of Artificial Intelligence (with Elite-Mirror ESTR 3108) [course website]
• Spring2023: BMEG3102 Bioinformatics
• Fall2022: CSCI3230 Fundamentals of Artificial Intelligence (with Elite-Mirror ESTR 3108)
• Spring2022: BMEG3102 Bioinformatics
• Fall2021: CSCI3230 Fundamentals of Artificial Intelligence (with Elite-Mirror ESTR 3108)
• Spring2021: BMEG5830 Medical Imaging (guest lecture)
• Spring2021: BMEG3102 Bioinformatics
• Guest lectures for: AIST1000, BMEG5830, BMEG3420

Recent Services

     Conferences:

• Program Co-Chair, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
• Area Chair, Conference on Neural Information Processing Systems (NeurIPS), 2024
• Area Chair, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023
• Program Co-Chair, International Conference on Information Processing in Computer Assisted Interventions (IPCAI), 2023.
• Program Co-Chair, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022
• Program Co-Chair, International Conference on Medical Imaging with Deep Learning (MIDL), 2022 & 2021.
• Founding Board Member, MONAI Stream Advisory Working Group, since 2022.
• Area Chair & Session Chair, Inter. Conference on Information Processing in Computer Assisted Interventions (IPCAI), 2022.
• Organization Committee, NeurIPS Workshop on Medical Imaging (MedNeurIPS), 2022, 2021 & 2020.
• Organization Committee, CVPR Workshop on Medical Computer Vision (CVPR-MCV), 2022 & 2021.
• Organization Committee, MICCAI Joint Workshop on Augmented Environments for Computer Assisted Interventions, Computer Assisted and Robotic Endoscopy, and Context-Aware Operating Theatres (AE-CAI | CARE | OR 2.0), 2022 & 2021 & 2020.
• Organization Committee, MICCAI Workshop on Domain Adaptation and Representation Transfer (DART), 2022 & 2021.
• Organization Committee, ECCV Workshop on Medical Computer Vision (ECCV-MCV), 2022.

     Journals:

• Associate Editor, IEEE Transactions on Medical Imaging (TMI), since 2023.
• Associate Editor, Medical Image Analysis (MedIA), since 2023.
• Associate Editor, IEEE Robotics and Automation Letters (RAL), since 2024.
• Associate Editor, Computer Assisted Surgery (CAS), since 2021.
• Executive Editor, Journal of Machine Learning for Biomedical Imaging (MELBA), since 2023.

Gallery of the Team