A novel approach to perform linear discriminant analyses for a 4-way alzheimer’s disease diagnosis based on an integration of pearson’s correlation coefficients and empirical cumulative distribution function - Mabrouk, Besma; Hamida, Ahmed Ben; Mabrouki, Noura; Bouzidi, Nouha; Mhiri, Chokri (Multimedia tools and applications, 2024)
Keywords: Accuracy; Algorithms; Alzheimer's disease; Biomarkers; Brain; Classification; Computer Communication Networks; Computer Science; Correlation coefficients; Data Structures and Information Theory; Datasets; Diagnosis; Discriminant analysis; Disease control; Distribution functions; Hemispheres; Machine learning; Magnetic resonance; Medical diagnosis; Medical imaging; Multimedia Information Systems; Principal components analysis; Singularities; Special Purpose and Application-Based Systems; Tensors; Track 2: Medical Applications of Multimedia; Empirical cumulative distribution function (ECDF); Linear discriminant analysis (LDA); Alzheimer’s disease; Pearson’s correlation coefficients; Diffusion Weighted Imaging (DWI)