Evaluating the pre-processing impact on the generalization of deep learning networks for left ventricle segmentation.
Matheus Alberto de Oliveira RibeiroFátima L. S. NunesPublished in: BIBM (2021)
Keyphrases
- training examples
- supervised learning
- deep learning
- unsupervised learning
- preprocessing
- machine learning
- deep architectures
- unsupervised feature learning
- restricted boltzmann machine
- feature extraction
- mental models
- weakly supervised
- object recognition
- multiscale
- natural language processing
- computer vision
- data sets
- deep belief networks