Qi Dou
Assistant Professor at The Chinese University of Hong Kong
Hong Kong, China
Summary
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Senior🎓
Top SchoolQi Dou is an assistant professor at The Chinese University of Hong Kong with a decade of experience at the intersection of medical image analysis, machine learning, and surgical data science. His research advances lesion detection, anatomical segmentation, cancer diagnosis, and perception for surgical robotics, translating biomedical engineering training into clinically impactful AI systems. Trained with a PhD in Computer Science and Engineering and a B.E. in Biomedical Engineering, he blends rigorous academic foundations with practical algorithm development. Based in Hong Kong, he leads interdisciplinary projects that span imaging, quantification, and real-world surgical perception challenges. Beyond publications, his lab emphasizes reproducible research and open tools to accelerate clinical adoption of AI in medicine.
10 years of coding experience
B.E., Biomedical Engineering, B.E., Biomedical Engineering at Beihang UniversityThe Chinese University of Hong Kong (CUHK)
Github Skills (24)
simulation10
reinforcement-learning10
image-segmentation10
generalization10
ranking9
segmentation9
3d-reconstruction9
react8
computer-science8
science8
semantic8
neural-rendering8
robotics7
multimodal7
deep-learning6
Programming languages (2)
Github contributions (5)
carrenD/Medical-Cross-Modality-Domain-Adaptation
Dec 2018 - Mar 2020
[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)
Contributions:84 commits, 77 pushes, 1 branch in 1 year 3 months
image-segmentation
carrenD/ummkd
Nov 2019 - May 2020
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
Contributions:30 commits, 29 pushes, 1 branch in 6 months
multimodalsegmentation
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