Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification.
Eduardo H. P. PoochPedro L. BallesterRodrigo C. BarrosPublished in: TIA@MICCAI (2020)
Keyphrases
- deep learning
- x ray
- unsupervised learning
- machine learning
- restricted boltzmann machine
- feature vectors
- image classification
- pattern recognition
- x ray images
- text classification
- support vector machine
- supervised learning
- feature extraction
- weakly supervised
- learning algorithm
- decision trees
- domain specific
- chest radiographs
- information extraction
- feature space
- unsupervised feature learning
- data sets
- lung nodules
- deep architectures
- object detection
- training set
- support vector
- reinforcement learning
- multiscale
- computer vision