A Review of Feature Reduction Techniques in Neuroimaging - Mwangi, Benson; Tian, Tian Siva; Soares, Jair C. (Neuroinformatics (Totowa, N.J.), 2014)
Keywords: Applied sciences; Artificial Intelligence; Bioinformatics; Biological and medical sciences; Biomedical and Life Sciences; Biomedicine; Brain - physiology; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Computer science; control theory; systems; Data processing. List processing. Character string processing; Exact sciences and technology; Humans; Investigative techniques, diagnostic techniques (general aspects); Learning and adaptive systems; Medical sciences; Memory organisation. Data processing; Nervous system; Neuroimaging - methods; Neuroimaging - statistics & numerical data; Neurology; Neurosciences; Pattern recognition. Digital image processing. Computational geometry; Radiodiagnosis. Nmr imagery. Nmr spectrometry; Review; Software; Statistics as Topic; Dimensionality reduction; Predictive Modeling; Neuroimaging; Feature selection; Machine learning; Multivariate; Feature reduction; Central nervous system; Modeling; Encephalon; Multidimensional analysis; Voxel; Selection criterion; Age; Medical application; Computer vision; Data analysis; Redundancy; Inference; Data reduction; Dimension reduction; Discrimination; Medical imagery; Tridimensional image; Artificial intelligence