Chirath Hettiarachchi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Diabetes Mellitus

Continuous Action

Homomorphic Encryption

Reinforcement Learning

Top Venues

Biomed. Signal Process. Control.

Publications

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes. Biomed. Signal Process. Control. 90 (2024)
Brenda Wang, Chirath Hettiarachchi, Hanna Suominen, Elena Daskalaki
Comparative Assessment of Machine Learning Strategies for Electrocardiogram Denoising. AI (1) (2023)
Haotian Weng, Chirath Hettiarachchi, Christopher J. Nolan, Hanna Suominen, Artem Lenskiy
Ensuring security of artificial pancreas device system using homomorphic encryption. Biomed. Signal Process. Control. 79 (Part) (2023)
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation. EMBC (2022)
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes. AI (2022)
Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. CBMS (2021)
Chirath Hettiarachchi, Janith Kodithuwakku, Buddhishan Manamperi, Ahamed Ifham, Pujitha Silva
A Wearable System to Analyze the Human Arm for Predicting Injuries Due to Throwing. EMBC (2019)
Chirath Hettiarachchi, Charith Chitraranjan
A Machine Learning Approach to Predict Diabetes Using Short Recorded Photoplethysmography and Physiological Characteristics. AIME (2019)
Chirath Hettiarachchi, Buddhishan Manamperi, Dilshan Uthpala
Identifying the Optimum Region of the Human Sole to Extract the PPG Signal for Pulse Rate Estimation. ICSPS (2017)