The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
Jorge OliveiraFrancesco RennaPaulo Dias CostaDiogo Marcelo NogueiraCristina OliveiraCarlos Abreu FerreiraAlípio Mário JorgeSandra da Silva MattosThamine HatemThiago TavaresAndoni ElolaAli Bahrami RadReza SameniGari D. CliffordMiguel T. CoimbraPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- benchmark datasets
- automatic detection
- pattern recognition
- classification scheme
- automatic classification
- machine learning
- digital mammograms
- support vector machine classifier
- uci datasets
- classification systems
- classification method
- preprocessing
- classification accuracy
- neural network
- pattern classification
- classification rules
- support vector machine svm
- microcalcification clusters
- decision trees
- feature vectors
- feature set
- machine learning methods
- anomaly detection
- training samples
- false alarms
- object detection
- model selection
- object classification
- classification algorithm
- microarray datasets
- spam detection
- robust detection
- machine learning algorithms
- detection algorithm
- neyman pearson