Determining Top Fully Connected Layer's Hidden Neuron Count for Transfer Learning, Using Knowledge Distillation: a Case Study on Chest X-Ray Classification of Pneumonia and COVID-19.
Ritwick GhoshPublished in: J. Digit. Imaging (2021)
Keyphrases
- x ray
- transfer learning
- knowledge transfer
- fully connected
- x ray images
- transfer knowledge
- text classification
- machine learning
- learning tasks
- machine learning algorithms
- three dimensional
- neural network
- labeled data
- digital x ray images
- text categorization
- collaborative filtering
- lung nodules
- semi supervised learning
- feature selection
- decision trees
- support vector machine
- chest radiographs
- prior knowledge
- feature space
- supervised learning
- learning algorithm
- scale free
- reinforcement learning
- support vector
- training set
- unlabeled data
- feature vectors
- unsupervised learning
- knowledge discovery
- data mining