Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification.
Eduardo H. P. PoochPedro L. BallesterRodrigo C. BarrosPublished in: CoRR (2019)
Keyphrases
- learning models
- classification models
- machine learning algorithms
- x ray
- machine learning
- decision trees
- machine learning models
- x ray images
- support vector machine
- learning tasks
- learning algorithm
- semi supervised learning
- loss function
- feature extraction
- data sets
- lung nodules
- learning problems
- chest radiographs
- support vector machine svm
- unsupervised learning
- classification accuracy
- training set
- support vector
- genetic algorithm
- conditional random fields
- model selection
- maximum likelihood
- hidden markov models