Classification of patients with cardiac amyloidosis using machine learning models on Italian electronic clinical health records.
Sara MazzucatoAndrea BandiniSilvestro MiceraGiuseppe VergaroStefano DalmianiMichele EmdinClaudio PassinoSara MocciaPublished in: EMBC (2023)
Keyphrases
- machine learning models
- health records
- medical records
- clinically relevant
- spam filtering
- machine learning algorithms
- medical data
- clinical data
- patient data
- machine learning
- classification accuracy
- heart disease
- electronic health records
- machine learning approaches
- clinical trials
- decision trees
- cardiovascular disease
- health care providers
- support vector machine
- feature space
- information retrieval
- classification algorithm
- text classification
- supervised learning
- training set
- support vector
- feature extraction
- learning models
- microarray
- learning experience
- model selection
- feature set
- semi supervised
- clinical decision support
- feature selection