Application of multiresolution analysis for automated detection of brain abnormality using MR images: A comparative study

• Published in: Future generation computer systems Vol. 90; pp. 359 - 367
• Main Authors: Gudigar, Anjan, Raghavendra, U., San, Tan Ru, Ciaccio, Edward J., Acharya, U. Rajendra
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2019
• Subjects: Brain MR images; Classification; Particle swarm optimization; Shearlet transform; Support vector machine; Texture features; Shearlet transform; Brain MR images; Support vector machine; Particle swarm optimization; Texture features; Classification

Neurological disorders are abnormalities related to the human nervous system, and comprise electrical, biochemical, or structural changes in the spinal cord, brain, or central nervous system that induce various symptoms. These symptoms may be in the form of muscle weakness, paralysis, and poor coord...