1 citations · 1 across the 3 of their papers we have counts for
3 papers
q-bio.QM2024★ 1 cited
Attention Networks for Personalized Mealtime Insulin Dosing in People with Type 1 Diabetes
Anas El Fathi, Elliott Pryor, Marc D. Breton
Calculating mealtime insulin doses poses a significant challenge for individuals with Type 1 Diabetes (T1D). Doses should perfectly compensate for expected post-meal glucose excurs…
eess.SY2023
Intermittent Control for Safe Long-Acting Insulin Intensification for Type 2 Diabetes: In-Silico Experiment
Anas El Fathi, Mohammadreza Ganji, Dimitri Boiroux +2
Around a third of type 2 diabetes patients (T2D) are escalated to basal insulin injections. Basal insulin dose is titrated to achieve a tight glycemic target without undue hypoglyc…
cs.AI2023
Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments
Anas El Fathi, Marc D. Breton
People with type 1 diabetes (T1D) struggle to calculate the optimal insulin dose at mealtime, especially when under multiple daily injections (MDI) therapy. Effectively, they will…