Detection of Insulin Pump Malfunctioning to Improve Safety in Artificial Pancreas Using Unsupervised Algorithms.

Lorenzo MeneghettiGian Antonio SustoSimone Del Favero

Published in: Journal of diabetes science and technology (2019)

Unsupervised anomaly detection algorithms can be used effectively to detect IPFs and improve the safety of the AP. Future studies will be dedicated to test the presented method inside dedicated clinical trials.

Keyphrases

machine learning
clinical trial
loop mediated isothermal amplification
type diabetes
deep learning
label free
real time pcr
transcription factor
current status
randomized controlled trial
metabolic syndrome
phase ii
skeletal muscle
open label
weight loss