Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model

• Main Authors: Marcos Fabietti (Author), Mufti Mahmud (Author), Ahmad Lotfi (Author), Alessandro Leparulo (Author), Roberto Fontana (Author), Stefano Vassanelli (Author), Cristina Fasolato (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Early diagnosis of Alzheimer’s disease (AD) is a very challenging problem and has been attempted through data-driven methods in recent years. However, considering the inherent complexity in decoding higher cognitive functions from spontaneous neuronal signals, these data-driven methods be...