Text preprocessing for improving hypoglycemia detection from clinical notes - A case study of patients with diabetes.
Lina ZhouTariq SiddiquiStephen L. SeligerJacob B. BlumenthalYin KangRebecca DoerflerJeffrey C. FinkPublished in: Int. J. Medical Informatics (2019)
Keyphrases
- preprocessing
- medical data
- high risk
- diabetes mellitus
- detection algorithm
- diabetic patients
- chronic disease
- detection rate
- information retrieval
- keywords
- text mining
- cardiovascular disease
- false alarms
- text retrieval
- free text
- object detection
- complex background
- false positives
- event detection
- medical knowledge
- text documents
- detection method
- health care providers