Utilization of Deep Learning and Expert Feature Classifier for Detection of Heart Murmurs.
Petr NejedlyJan PavlusRadovan SmísekEniko VargovaZuzana KoscovaIvo ViscorPavel JurákFilip PlesingerPublished in: CinC (2022)
Keyphrases
- deep learning
- feature set
- machine learning
- unsupervised learning
- deep architectures
- heart disease
- mental models
- mitral valve
- support vector
- feature space
- unsupervised feature learning
- weak classifiers
- image features
- feature vectors
- data sets
- training set
- multiscale
- training data
- weakly supervised
- learning algorithm
- object detectors
- object detection
- training samples
- medical images
- viewpoint
- decision trees
- computer vision
- data mining