Nicolò Malagutti

According to our database, Nicolò Malagutti authored at least 6 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes.

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki

Biomed. Signal Process. Control., 2024

2023

Real-Time Personalised Pharmacokinetic-Pharmacodynamic Modelling in Propofol Anesthesia through Bayesian Inference.

Nicolò Malagutti, Grace McGinness, Dilip A. Nithyanandam

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation.

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes.

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2012

An approach to controlled drug infusion via tracking of the time-varying dose-response.

Nicolò Malagutti, Arvin Dehghani, Rodney A. Kennedy

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Improved Robust Performance in a System for Automatic Administration of a Vasoactive Drug.

Nicolò Malagutti, Arvin Dehghani, Rodney A. Kennedy

Proceedings of the BIOSIGNALS 2012, 2012