ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans

Mian Muhammad Sadiq Fareed; Shahid Zikria; Gulnaz Ahmed; Mui-Zzud-Din; Saqib Mahmood; Muhammad Aslam; Syeda Fizzah Jillani; Ahmad Moustafa; Muhammad Asad

doi:10.1109/ACCESS.2022.3204395

ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans

Mian Muhammad Sadiq Fareed, Shahid Zikria, Gulnaz Ahmed, Mui-Zzud-Din, Saqib Mahmood, Muhammad Aslam, Syeda Fizzah Jillani, Ahmad Moustafa, Muhammad Asad

科研成果: 期刊稿件 › 文章 › 同行评审

32 引用（Scopus）

源语言	英语
页（从-至）	96930-96951
页数	22
期刊	IEEE Access
卷	10
DOI	https://doi.org/10.1109/ACCESS.2022.3204395
出版状态	已出版 - 2022
已对外发布	是

!!!ASJC Scopus Subject Areas

一般计算机科学
一般材料科学
一般工程

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10.1109/ACCESS.2022.3204395

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title = "ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans",

keywords = "class activation, computer-aided diagnosis, Deep learning, image classification, imbalanced data-set, MRI data-set, SMOTETOMEK, supervised learning, transfer learning",

author = "Fareed, {Mian Muhammad Sadiq} and Shahid Zikria and Gulnaz Ahmed and Mui-Zzud-Din and Saqib Mahmood and Muhammad Aslam and Jillani, {Syeda Fizzah} and Ahmad Moustafa and Muhammad Asad",

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T2 - An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans

AU - Fareed, Mian Muhammad Sadiq

AU - Zikria, Shahid

AU - Ahmed, Gulnaz

AU - Mui-Zzud-Din,

AU - Mahmood, Saqib

AU - Aslam, Muhammad

AU - Jillani, Syeda Fizzah

AU - Moustafa, Ahmad

AU - Asad, Muhammad

PY - 2022

Y1 - 2022

KW - class activation

KW - computer-aided diagnosis

KW - Deep learning

KW - image classification

KW - imbalanced data-set

KW - MRI data-set

KW - SMOTETOMEK

KW - supervised learning

KW - transfer learning

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DO - 10.1109/ACCESS.2022.3204395

M3 - Article

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SP - 96930

EP - 96951

JO - IEEE Access

JF - IEEE Access

ER -

ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans

!!!ASJC Scopus Subject Areas

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