Predicting the amputation risk for patients with diabetic foot ulceration - a Bayesian decision support tool.
Jens HüsersGuido HaferJan HeggemannStefan WiemeyerSwen Malte JohnUrsula HübnerPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- diabetes mellitus
- risk factors
- high risk
- blood glucose
- diabetic patients
- blood pressure
- risk management
- risk assessment
- acute coronary syndrome
- risk analysis
- medical data
- chronic disease
- bayesian learning
- clinical data
- bayesian inference
- cardiovascular disease
- bayesian networks
- kaplan meier
- risk measures
- statistical methods
- patient data
- maximum likelihood
- short term and long term
- medical practitioners
- gaussian processes
- bayesian estimation
- bayesian methods
- monitoring system
- decision making
- short term
- decision support system
- retinal images