Optimal Artificial Neural Network for the Diagnosis of Chagas Disease Using Approximate Entropy and Data Augmentation.
Maria Fernanda RodriguezDiego Rodrigo CornejoLuz DiazAntonio Ravelo-GarcíaEsteban AlvarezVictor Cabrera-CasoDante Condori-MermaMiguel Vizcardo CornejoPublished in: CinC (2023)
Keyphrases
- data sets
- knowledge discovery
- artificial neural networks
- data points
- neural network
- training data
- data collection
- data processing
- image data
- original data
- raw data
- high quality
- end users
- probability distribution
- prior knowledge
- data analysis
- synthetic data
- diagnostic tool
- input variables
- disease diagnosis
- statistical methods
- missing data
- back propagation
- input data
- dynamic programming
- expert systems
- learning algorithm
- databases