A Model-Based Approach to Synthetic Data Set Generation for Patient-Ventilator Waveforms for Machine Learning and Educational Use.
Anouk van DiepenTom H. G. F. BakkesA. J. R. De BieSimona TurcoR. A. BouwmanPierre WoerleeMassimo MischiPublished in: CoRR (2021)
Keyphrases
- synthetic data set
- machine learning
- real world data sets
- data sets
- educational data mining
- machine learning algorithms
- machine learning methods
- handwritten digits
- learning analytics
- supervised learning
- learning algorithm
- knowledge acquisition
- patient data
- computer vision
- multimedia
- decision trees
- active learning
- information extraction
- intensive care unit
- data mining
- medical data
- e learning
- educational games
- clinical practice
- text classification
- decision support system
- natural language processing