A Deep Convolutional Neural Networks Based Approach for Alzheimer’s Disease and Mild Cognitive Impairment Classification Using Brain Images

A Deep Convolutional Neural Networks Based Approach for Alzheimer’s Disease and Mild Cognitive Impairment Classification Using Brain Images

Alzheimer’s disease (AD) is a hazardous neurological disorder of people aged in the early 60s. The main symptoms of AD is significant memory loss. Mild Cognitive Impairment (MCI) is a state of dementia in which a patient exhibits the early symptoms of AD. Since brain is the most impacted...

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Bibliographic Details
Main Authors: Ruhul Amin Hazarika, Debdatta Kandar, Arnab Kumar Maji
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Alzheimer’s disease (AD)
mild cognitive impairment (MCI)
deep convolutional neural network (DNN)
cognitively normal (CN)
machine learning (ML)
DenseNet
Online Access:https://ieeexplore.ieee.org/document/9888135/

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