Generative deep learning for the development of a type 1 diabetes simulator.

Omer Mujahid Ivan Contreras Aleix Beneyto Josep Vehí

Published in: Communications medicine (2024)

These results highlight our approach's capability to accurately capture physiological dynamics and establish genuine causal relationships, holding promise for enhancing the development and evaluation of therapies in diabetes.

Keyphrases

type diabetes
deep learning
glycemic control
cardiovascular disease
big data
artificial intelligence
insulin resistance
convolutional neural network
machine learning
virtual reality
metabolic syndrome
weight loss