Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring.
Michael J. HorrySubrata ChakrabortyBiswajeet PradhanMaryam FallahpoorChegeni HosseinManoranjan PaulPublished in: CoRR (2021)
Keyphrases
- learning models
- ct images
- computed tomography
- ct scans
- learning algorithm
- ct data
- loss function
- machine learning
- medical images
- lung parenchyma
- learning tasks
- conditional random fields
- classification models
- pulmonary embolism
- medical imaging
- machine learning algorithms
- semi supervised learning
- face recognition
- x ray
- ground glass opacity
- training data
- lung nodules
- feature vectors
- learning problems
- neural network
- pulmonary nodules
- feature space
- feature extraction
- lung cancer
- graphical models
- computer vision
- data sets
- support vector machine
- feature selection
- text classification
- unsupervised learning