1 citations · 1 across the 3 of their papers we have counts for
3 papers
A unified data format for managing diabetes time-series data: DIAbetes eXchange (DIAX)
Elliott C. Pryor, Marc D. Breton, Anas El Fathi
Diabetes devices, including Continuous Glucose Monitoring (CGM), Smart Insulin Pens, and Automated Insulin Delivery systems, generate rich time-series data widely used in research…
Neural Networks for on-chip Model Predictive Control: a Method to Build Optimized Training Datasets and its application to Type-1 Diabetes
Alberto Castillo, Elliot Pryor, Anas El Fathi +2
Training Neural Networks (NNs) to behave as Model Predictive Control (MPC) algorithms is an effective way to implement them in constrained embedded devices. By collecting large amo…
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…