Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability.
Sebastian D. GoodfellowDmitrii ShubinRobert W. GreerSujay NagarajCarson McLeanWill DixonAndrew J. GoodwinAzadeh AssadiAnusha JegatheeswaranPeter C. LaussenMjaye MazwiDanny EytanPublished in: CinC (2020)
Keyphrases
- neural network
- pattern recognition
- class labels
- multi class classification
- multi layer perceptron
- machine learning
- fuzzy logic
- class specific
- training process
- classification scheme
- classification method
- classification accuracy
- decision trees
- feature selection
- classification algorithm
- supervised learning
- incremental learning
- class membership
- multilayer perceptron
- pattern classification
- learning vector quantization
- benchmark datasets
- support vector
- feature extraction
- decision rules
- support vector machine svm
- information processing
- feature set
- classification models
- support vector machine
- training set
- feature space
- classification trees
- learning algorithm
- data sets