Robustness of Deep Learning models in electrocardiogram noise detection and classification.
Saifur RahmanShantanu PalJohn YearwoodChandan K. KarmakarPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- learning models
- classification models
- noise detection
- machine learning algorithms
- machine learning
- classification accuracy
- data preprocessing
- learning problems
- decision trees
- loss function
- semi supervised learning
- learning algorithm
- noise reduction
- support vector machine
- feature selection
- support vector
- supervised learning
- training data
- feature space
- feature set
- image classification
- image processing
- support vector machine svm
- learning tasks
- training set
- computer vision
- image segmentation
- class labels
- active learning
- high dimensional
- unsupervised learning
- model selection
- feature vectors