3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection.
Eduardo BicacroMargarida SilveiraJorge S. MarquesDurval Campos CostaPublished in: ISBI (2012)
Keyphrases
- feature selection
- disease diagnosis
- diagnostic process
- medical doctors
- early diagnosis
- cardiovascular disease
- medical treatment
- computer vision
- medical practice
- computer aided diagnosis
- medical diagnosis
- neurodegenerative diseases
- medical decision making
- medical experts
- medical practitioners
- computer aided
- human brain
- model based diagnosis
- medical diagnostic
- text categorization
- heart disease
- vision system
- mild cognitive impairment
- early detection
- mutual information
- feature set
- diagnostic tool
- disease progression
- medical images
- feature space
- single photon emission computed tomography
- feature subset
- health care
- brain images
- multiple sclerosis
- clinically relevant
- medical knowledge
- medical imaging
- medical data
- microarray data
- clinical decision support systems
- diagnostic tests
- clinical practice
- patient data
- brain connectivity
- risk factors
- machine learning