DAD-Net: Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network

Gulnaz Ahmed; Meng Joo Er; Mian Muhammad Sadiq Fareed; Shahid Zikria; Saqib Mahmood; Jiao He; Muhammad Asad; Syeda Fizzah Jilani; Muhammad Aslam

doi:10.3390/molecules27207085

DAD-Net: Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network

Gulnaz Ahmed, Meng Joo Er, Mian Muhammad Sadiq Fareed, Shahid Zikria, Saqib Mahmood, Jiao He, Muhammad Asad, Syeda Fizzah Jilani, Muhammad Aslam

Research output: Contribution to journal › Article › peer-review

28 Citations (Scopus)

Original language	English
Article number	7085
Journal	Molecules
Volume	27
Issue number	20
DOIs	https://doi.org/10.3390/molecules27207085
Publication status	Published - Oct 2022
Externally published	Yes

ASJC Scopus Subject Areas

Analytical Chemistry
Chemistry (miscellaneous)
Molecular Medicine
Pharmaceutical Science
Drug Discovery
Physical and Theoretical Chemistry
Organic Chemistry

Keywords

ADASYN
class activation
computer-aided diagnosis
Deep Learning
image classification
imbalanced data-set
mri data-set
supervised learning
transfer learning

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10.3390/molecules27207085

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title = "DAD-Net: Classification of Alzheimer{\textquoteright}s Disease Using ADASYN Oversampling Technique and Optimized Neural Network",

keywords = "ADASYN, class activation, computer-aided diagnosis, Deep Learning, image classification, imbalanced data-set, mri data-set, supervised learning, transfer learning",

author = "Gulnaz Ahmed and Er, {Meng Joo} and Fareed, {Mian Muhammad Sadiq} and Shahid Zikria and Saqib Mahmood and Jiao He and Muhammad Asad and Jilani, {Syeda Fizzah} and Muhammad Aslam",

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doi = "10.3390/molecules27207085",

language = "English",

volume = "27",

journal = "Molecules",

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T1 - DAD-Net

T2 - Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network

AU - Ahmed, Gulnaz

AU - Er, Meng Joo

AU - Fareed, Mian Muhammad Sadiq

AU - Zikria, Shahid

AU - Mahmood, Saqib

AU - He, Jiao

AU - Asad, Muhammad

AU - Jilani, Syeda Fizzah

AU - Aslam, Muhammad

PY - 2022/10

Y1 - 2022/10

KW - ADASYN

KW - class activation

KW - computer-aided diagnosis

KW - Deep Learning

KW - image classification

KW - imbalanced data-set

KW - mri data-set

KW - supervised learning

KW - transfer learning

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U2 - 10.3390/molecules27207085

DO - 10.3390/molecules27207085

M3 - Article

C2 - 36296677

AN - SCOPUS:85140776932

SN - 1420-3049

VL - 27

JO - Molecules

JF - Molecules

IS - 20

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ER -

DAD-Net: Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network

ASJC Scopus Subject Areas

Keywords

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