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.
9 years of coding experience
B.E., Biomedical Engineering, B.E., Biomedical Engineering at Beihang UniversityThe Chinese University of Hong Kong (CUHK)
Github Skills (27)
simulation10
modality10
robot10
loss10
generalization10
adaptation10
biomedical10
reinforcement-learning9
robotics9
depth-estimation9
semantic-segmentation9
ranking9
semantic9
science9
pybullet9
Programming languages (1)
Github contributions (5)
med-air/SurRoL
Jul 2021 - Jan 2023
[IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning
Contributions:1 review, 9 commits, 9 pushes in 1 year 5 months
roboticspybulletreinforcement-learningsurgicaldvrk
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
Contributions:84 commits, 77 pushes, 1 branch in 1 year 3 months
pytorchcross-modalitysemantic-segmentationdeep-learningadversarial
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