Generalization Ability in Medical Image Analysis with Small-Scale Imbalanced Datasets: Insights from Neural Network Learning.
Tetiana BiloborodovaBríd BrosnanInna Skarga-BandurovaDaniel J. StraussPublished in: EPIA (2) (2023)
Keyphrases
- small scale
- generalization ability
- medical image analysis
- neural network
- learning algorithm
- imbalanced datasets
- bp neural network
- pattern recognition
- medical images
- ensemble learning
- image registration
- supervised learning
- machine learning methods
- machine learning algorithms
- cost sensitive learning
- learning tasks
- medical imaging
- back propagation
- graph cuts
- support vector machine
- computer vision
- genetic algorithm
- data mining