Shallow Neural Networks beat Deep Neural Networks trained with transfer learning: A Use Case based on training Neural Networks to identify Covid-19 in chest X-ray images.
Dimitrios ManolakisGeorgios SpanosIoannis RefanidisPublished in: PCI (2021)
Keyphrases
- neural network
- x ray images
- training process
- transfer learning
- multilayer perceptron
- x ray
- training set
- multi layer perceptron
- knowledge transfer
- medical images
- learning tasks
- text mining
- active learning
- back propagation
- learning process
- pairwise
- feature space
- image segmentation
- machine learning
- fuzzy neural network
- data sets