Improving Disease Classification Performance and Explainability of Deep Learning Models in Radiology with Heatmap Generators.
Akino WatanabeSara KetabiKhashayar NamdarFarzad KhalvatiPublished in: CoRR (2022)
Keyphrases
- learning models
- classification models
- machine learning algorithms
- machine learning
- decision trees
- pattern recognition
- text classification
- learning tasks
- learning algorithm
- svm classifier
- classification accuracy
- spam filtering
- loss function
- feature space
- feature extraction
- support vector
- training data
- learning problems
- supervised learning
- text mining
- feature set
- support vector machine
- semi supervised learning
- support vector machine svm
- probabilistic model
- transfer learning
- dimension reduction
- information retrieval
- real world