Research output per year
Research output per year
Personal profile
Personal profile
Dr. Kang Dang obtained his PhD from Nanyang Technological University, Singapore. His work focuses on developing innovative artificial intelligence solutions for medical applications. Dr. Dang has published in prestigious journals and conferences, including Nature Medicine, Cell Patterns, IEEE JBHI, MICCAI, AAAI, and ICCV, and holds seven patents. He has also led teams at companies like VoxelCloud, where he developed AI products for skin disease identification, retinal disease diagnosis, and COVID-19 detection.
At Xi'an Jiaotong-Liverpool University, Dr. Dang is dedicated to educating and mentoring the next generation of technology professionals. He collaborates with leading hospitals, including Shanghai Ruijin Hospital, Beijing Xiehe Hospital, and Shanghai No. 9 Hospital, while driving cutting-edge research within the university’s AI for Digital Health Laboratory. Additionally, he serves as the AIAC School Final Year Project (FYP) Coordinator.
Dr. Dang is also an active contributor to the academic community, serving as a reviewer for top conferences and journals, including CVPR25, AAAI24/25, MICCAI23/24, and IEEE TMM, TCSVT, and TIP. Moreover, he serves as the Area Chair (AC) for MICCAI 2025.
I am currently recruiting PhD students with scholarship support. To learn more about my research, visit my Google Scholar profile. If you are interested please contact me at kang.dang@xjtlu.edu.cn. Be sure to include your CV and a brief statement of your research interests in your email.
Research interests
computer vision, deep learning, medicial image analysis
Teaching
DTS304TC Machine Learning
DTS311TC Final Year Project
DTS202TC Fundamentals of Parallel Computing
DTS002TC Essentials of Big Data
Awards and honours
- Outstanding Instructor of the 2nd National Artificial Intelligence Application Scenario Innovation Challenge 2024 (2024第二届全国人工智能应用场景创新挑战赛优秀指导老师)
- Industry mentor for professional degree doctoral students at Shanghai Jiao Tong University, from December 2022 to December 2025 (上海交通大学专业学位博士研究生行业导师， 2022年12月到2025年12月)
- ISBI Best Paper Finalist Award, 2022
- 2nd place in 2021 MICCAI GAMMA Contest, 3rd place in 2020 ISBI IAMD Contest, and 4th place in 2020 COVID-19-20 Lung CT Lesion Segmentation Challenge
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Adaptive knowledge transfer for class incremental learning
Feng, Z., Zhou, M., Gao, Z., Stefanidis, A., Su, J., Dang, K. & Li, C., Jul 2024, In: Pattern Recognition Letters. 183, p. 165-171 7 p.Research output: Contribution to journal › Article › peer-review
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DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization
Song, S., Wang, J., Wang, Z., Wang, H., Su, J., Ding, X. & Dang, K., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. 28, 12, p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Anatomical Landmark Localization for Knee X-ray Images via Heatmap Regression Refined with Graph Convolutional Network
Xiao, J., Dang, K. & Ding, X., 2023, Proceedings - 2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2023. Zhao, X., Li, Q. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A Robust Framework of Chromosome Straightening With Vit-Patch Gan
Song, S., Wang, J., Cheng, F., Cao, Q., Zuo, Y., Lei, Y., Yang, R., Yang, C., Coenen, F., Meng, J., Dang, K. & Su, J., 18 Apr 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access1 Citation (Scopus) -
Early detection of visual impairment in young children using a smartphone-based deep learning system
Chen, W., Li, R., Yu, Q., Xu, A., Feng, Y., Wang, R., Zhao, L., Lin, Z., Yang, Y., Lin, D., Wu, X., Chen, J., Liu, Z., Wu, Y., Dang, K., Qiu, K., Wang, Z., Zhou, Z., Liu, D., Wu, Q., & 34 others, Feb 2023, In: Nature Medicine. 29, 2, p. 493-503 11 p.Research output: Contribution to journal › Article › peer-review
Open Access33 Citations (Scopus)