Generation of Individualized Synthetic Data for Augmentation of the Type 1 Diabetes Data Sets Using Deep Learning Models.
Josep NoguerIván ContrerasOmer MujahidAleix BeneytoJosep VehíPublished in: Sensors (2022)
Keyphrases
- synthetic data
- learning models
- data sets
- machine learning
- real world
- learning tasks
- loss function
- machine learning algorithms
- learning algorithm
- semi supervised learning
- learning paradigms
- learning problems
- learning process
- classification models
- conditional random fields
- genetic algorithm
- machine learning models
- real image data
- training set