Alzheimer's Disease Detection Using Bidirectional Empirical Mode Decomposition

• Published in: International Conference on Signal Processing and Communication (Online) pp. 625 - 630
• Main Authors: Garg, Neha, Garg, Amit, Choudhry, Mahipal Singh
• Format: Conference Proceeding
• Language: English
• Published: IEEE 20.02.2025
• Subjects: Accuracy; Alzheimer's disease; Alzheimer's disease detection; Bidirectional Empirical Mode Decomposition; Empirical mode decomposition; Feature extraction; Feature Selection; Gray Level Co-occurrence Matrix; Magnetic resonance imaging; Matrix decomposition; Medical treatment; Particle swarm optimization; Sensitivity; Signal processing

Alzheimer's disease is a progressively deteriorated, irreversible brain ailment that impairs memory and cognitive function. Early detection of Alzheimer's disease is crucial as it can reduce the risk factors and can provide the effective therapy to the affected person within stipulated tim...