Research output per year
Research output per year
Personal profile
Biography
Chirath Hettiarachchi is a Research Fellow at the ANU School of Computing working on closed-loop healthcare applications.
Research Interests
- Reinforcement Learning
- Machine Learning
- Control Systems
- Signal Processing
- Biomedical Engineering
Research student supervision
- Registered to supervise
Fingerprint
Dive into the research topics where Chirath Hettiarachchi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Find out about recent ANU collaborations across the world by selecting a location on the map OR
-
G2P2C — A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes
Hettiarachchi, C., Malagutti, N., Nolan, C. J., Suominen, H. & Daskalaki, E., Apr 2024, In: Biomedical Signal Processing and Control. 90, p. 105839 1 p., 105839.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Optimising Personalised Medical Insights by Introducing a Scalable Health Informatics Application for Sensor Data Extraction, Preprocessing, and Analysis
Hettiarachchi, C., Vlieger, R., Ge, W., Apthorp, D., Daskalaki, E., Üstle, A. B. R. & Suominen, H., 24 Sept 2024, Health. Innovation. Community: It Starts With Us - Papers from the 28th Australian Digital Health and Health Informatics Conference, HIC 2024. Bichel-Findlay, J. (ed.). IOS Press BV, p. 138-143 6 p. (Studies in Health Technology and Informatics; vol. 318).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Ensuring security of artificial pancreas device system using homomorphic encryption
Weng, H., Hettiarachchi, C., Nolan, C., Suominen, H. & Lenskiy, A., Jan 2023, In: Biomedical Signal Processing and Control. 79, 104044.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation
Hettiarachchi, C., Malagutti, N., Nolan, C., Daskalaki, E. & Suominen, H., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 950-956 7 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Citations (Scopus) -
Integrating Multiple Inputs Into an Artificial Pancreas System: Narrative Literature Review
Hettiarachchi, C., Daskalaki, E., Desborough, J., Nolan, C. J., O'Neal, D. & Suominen, H., 1 Jan 2022, In: JMIR Diabetes. 7, 1, e28861.Research output: Contribution to journal › Review article › peer-review
Open Access12 Citations (Scopus)