A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer's disease and mild cognitive impairment.
Flávio Luiz SeixasBianca ZadroznyJerson LaksAura ConciDébora Christina Muchaluat-SaadePublished in: Comput. Biol. Medicine (2014)
Keyphrases
- early diagnosis
- decision model
- mild cognitive impairment
- bayesian networks
- computer aided diagnosis
- computer aided
- early stage
- decision problems
- decision models
- early detection
- decision making
- decision makers
- neurological disorders
- influence diagrams
- brain connectivity
- ad patients
- normal controls
- probabilistic inference
- prostate cancer
- high degree of accuracy
- graphical models
- decision theory
- medical images
- breast cancer
- brain images
- probabilistic reasoning
- skin lesion
- sufficient conditions
- image analysis
- optimal policy
- lower bound
- expert systems
- dynamic programming
- medical imaging
- utility function