How Knowledge Emerges From Artificial Intelligence Algorithm and Data Visualization for Diabetes Management.
Vincent DerozierSylvie ArnavielhePr Eric RenardGérard DraySophie MartinPublished in: Journal of diabetes science and technology (2019)
Our approach with artificial intelligence algorithm paired up with graphical color display allow a large database fast analysis to provide insights on diabetes knowledge. The next steps are first to set up a clinical trial to validate this methodology with dedicated patients and physicians then we will adapt our methodology for the huge data sets generated by continuous glycemic measurement (CGM) devices.
Keyphrases
- artificial intelligence
- big data
- machine learning
- deep learning
- type diabetes
- clinical trial
- end stage renal disease
- glycemic control
- cardiovascular disease
- healthcare
- electronic health record
- chronic kidney disease
- newly diagnosed
- primary care
- ejection fraction
- peritoneal dialysis
- randomized controlled trial
- study protocol
- metabolic syndrome
- adipose tissue
- insulin resistance
- phase iii