Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets

Alzheimer’s disease (AD) is one of the most common neurodegenerative illnesses (dementia) among the elderly. Recently, researchers have developed a new method for the instinctive analysis of AD based on machine learning and its subfield, deep learning. Recent state-of-the-art techniques consider mul...

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Bibliographic Details
Main Authors: Saidjalol Toshkhujaev, Kun Ho Lee, Kyu Yeong Choi, Jang Jae Lee, Goo-Rak Kwon, Yubraj Gupta, Ramesh Kumar Lama
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2020/3743171