Research output per year
Research output per year
Personal profile
Biography
Chi Liu is a post-doc research fellow at the Monash Medical AI Group, FIT. His research interests lay at the intersection of medical AI and cybersecurity. The current focus of his research is overcoming the challenges associated with medical AI deployment in the real world and The Internet of Medical Things, such as reliability, generalization ability, robustness, privacy and security.
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):
Research area keywords
- Medical Image Analysis, Artificial Intelligence applications in healthcare, Biomedical Data Processing
- AI security and privacy
- AI reliability and trustworthiness
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A label uncertainty-guided multi-stream model for disease screening
Liu, C., Ge, Z., He, M. & Han, X., 2022, Proceedings of the 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI). 1st ed. USA: IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Development and validation of a deep-learning algorithm for the detection of neovascular age-related macular degeneration from colour fundus photographs
Keel, S., Li, Z., Scheetz, J., Robman, L., Phung, J., Makeyeva, G., Aung, K., Liu, C., Yan, X., Meng, W., Guymer, R., Chang, R. & He, M., Nov 2019, In: Clinical and Experimental Ophthalmology. 47, 8, p. 1009-1018 10 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile39 Citations (Scopus)