Christopher J. Nolan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Diabetes Mellitus

Continuous Action

Homomorphic Encryption

Reinforcement Learning

Top Venues

Biomed. Signal Process. Control.

Nursing Informatics

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)
Ran Cui, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
Jointly Predicting Postprandial Hypoglycemia and Hyperglycemia Using Continuous Glucose Monitoring Data in Type 1 Diabetes. EMBC (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)
Sandaru Seneviratne, Artem Lenskiy, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen
Comparison of Word and Character Level Information for Medical Term Identification Using Convolutional Neural Networks and Transformers. Nursing Informatics (2021)
Ran Cui, Elena Daskalaki, Md. Zakir Hossain, Artem Lenskiy, Christopher J. Nolan, Hanna Suominen
A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning. Nursing Informatics (2021)
Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen
Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. CBMS (2021)