Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing.
Sungrim MoonSijia LiuChristopher ScottSujith SamudralaMohamed M. AbidianJeffrey B. GeskePeter A. NoseworthyJane L. ShellumRajeev ChaudhrySteve OmmenRick NishimuraHongfang LiuAdelaide M. Arruda-OlsonPublished in: Int. J. Medical Informatics (2019)
Keyphrases
- risk factors
- cardiovascular disease
- natural language processing
- high risk
- blood pressure
- diabetes mellitus
- risk assessment
- machine learning
- statistical methods
- risk management
- patient groups
- medical practitioners
- information extraction
- natural language
- post operative
- free text
- artificial intelligence
- medical diagnosis
- normal subjects
- myocardial infarction
- neural network
- heart disease
- cardiac surgery
- databases
- prognostic models
- knowledge discovery
- case study
- acute coronary syndrome