Automatic medical specialty classification based on patients' description of their symptoms.
Chao MaoQuanjing ZhuRong ChenWeifeng SuPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- medical doctors
- normal controls
- classification accuracy
- medical treatment
- decision trees
- medical data
- support vector machine svm
- support vector machine
- image classification
- lung disease
- machine learning
- feature vectors
- pattern recognition
- classification method
- support vector
- patient records
- cognitive impairment
- coronary heart disease
- diabetic patients
- medical devices
- medical care
- early diagnosis
- medical knowledge
- text classification
- training set
- feature extraction
- feature selection