Clustering of comorbidities based on conditional probabilities of diseases in hypertensive patients.
Nikita V. BukhanovMarina BalakhontcevaAlexey V. KrikunovArthur SabirovAnna SemakovaNadezhda ZvartauAleksandra O. KonradiPublished in: ICCS (2017)
Keyphrases
- conditional probabilities
- probabilistic inference
- probability distribution
- bayesian networks
- probabilistic model
- random variables
- clustering algorithm
- k means
- joint distribution
- diabetes mellitus
- neurodegenerative diseases
- infectious disease
- bayesian model
- belief networks
- bayesian belief networks
- prior probabilities
- clinically relevant
- discrete random variables
- prior distribution
- network parameters
- early diagnosis
- clinical diagnosis
- class labels
- cardiovascular disease
- data mining
- patient groups
- medical doctors
- semi supervised
- causal knowledge
- probability measures
- graphical models
- unsupervised learning
- conditional independence
- posterior probability