ETM: Enrichment by topic modeling for automated clinical sentence classification to detect patients' disease history.
Ayoub BagheriArjan SammaniPeter G. M. van der HeijdenFolkert W. AsselbergsDaniel L. OberskiPublished in: J. Intell. Inf. Syst. (2020)
Keyphrases
- topic modeling
- disease diagnosis
- breast cancer patients
- topic models
- text classification
- multiple sclerosis
- medical doctors
- clinical data
- disease progression
- cardiovascular disease
- clinical studies
- clinical trials
- patient groups
- breast cancer
- clinically relevant
- natural language
- diabetic patients
- machine learning
- pattern recognition
- early diagnosis
- latent dirichlet allocation
- medical data
- feature extraction
- patient data
- thematic mapper
- chronic disease
- support vector machine svm
- k nearest neighbor
- image classification
- co occurrence
- text mining
- chronic obstructive pulmonary disease