An Active Learning-Based Medical Diagnosis System.
Catarina PintoJuliana FariaLuís MacedoPublished in: EPIA (2022)
Keyphrases
- medical diagnosis
- active learning
- medical knowledge
- medical diagnostic
- medical images
- diagnostic reasoning
- medical image processing
- medical decision making
- selective sampling
- random sampling
- medical information
- learning strategies
- semi supervised
- expert systems
- learning algorithm
- machine learning
- active learning strategies
- labeled data
- cardiovascular disease
- learning process
- supervised learning
- computer tomography
- training set
- generalization error
- cost sensitive
- training examples
- data sets
- imbalanced data classification