Search Results for author: Harry Emerson

Found 2 papers, 2 papers with code

Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes

1 code implementation7 Apr 2022 Harry Emerson, Matthew Guy, Ryan McConville

The widespread adoption of effective hybrid closed loop systems would represent an important milestone of care for people living with type 1 diabetes (T1D).

Offline RL Reinforcement Learning (RL)

The Safety Challenges of Deep Learning in Real-World Type 1 Diabetes Management

1 code implementation23 Oct 2023 Harry Emerson, Ryan McConville, Matthew Guy

This work explores the implications of using deep learning algorithms trained on real-world data to model glucose dynamics.

Management

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