Multi-method analysis of medical records and mri images for early diagnosis of dementia and alzheimer’s disease based on deep learning and hybrid methods

Badiea Abdulkarem Mohammed; Ebrahim Mohammed Senan; Taha H. Rassem; Nasrin M. Makbol; Adwan Alownie Alanazi; Zeyad Ghaleb Al-Mekhlafi; Tariq S. Almurayziq; Fuad A. Ghaleb

doi:10.3390/electronics10222860

Multi-method analysis of medical records and mri images for early diagnosis of dementia and alzheimer’s disease based on deep learning and hybrid methods

Badiea Abdulkarem Mohammed^*
, Ebrahim Mohammed Senan
, Taha H. Rassem
, Nasrin M. Makbol
, Adwan Alownie Alanazi
, Zeyad Ghaleb Al-Mekhlafi
, Tariq S. Almurayziq
, Fuad A. Ghaleb

^*Corresponding author for this work

University of Hail
Hodeidah University
Hajjah University
Bournemouth University
Faculty of Engineering

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

147 Citations (SciVal)

Original language	English
Article number	2860
Journal	Electronics (Switzerland)
Volume	10
Issue number	22
DOIs	https://doi.org/10.3390/electronics10222860
Publication status	Published (VoR) - 1 Nov 2021

Keywords

Alzheimer
Deep learning
Dementia
Hybrid techniques
Machine learning
T-SNE algorithm

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10.3390/electronics10222860

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Mohammed, B. A., Senan, E. M., Rassem, T. H., Makbol, N. M., Alanazi, A. A., Al-Mekhlafi, Z. G., Almurayziq, T. S., & Ghaleb, F. A. (2021). Multi-method analysis of medical records and mri images for early diagnosis of dementia and alzheimer’s disease based on deep learning and hybrid methods. Electronics (Switzerland), 10(22), Article 2860. https://doi.org/10.3390/electronics10222860

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keywords = "Alzheimer, Deep learning, Dementia, Hybrid techniques, Machine learning, T-SNE algorithm",

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doi = "10.3390/electronics10222860",

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AU - Mohammed, Badiea Abdulkarem

AU - Senan, Ebrahim Mohammed

AU - Rassem, Taha H.

AU - Makbol, Nasrin M.

AU - Alanazi, Adwan Alownie

AU - Al-Mekhlafi, Zeyad Ghaleb

AU - Almurayziq, Tariq S.

AU - Ghaleb, Fuad A.

PY - 2021/11/1

Y1 - 2021/11/1

KW - Alzheimer

KW - Deep learning

KW - Dementia

KW - Hybrid techniques

KW - Machine learning

KW - T-SNE algorithm

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UR - https://www.scopus.com/pages/publications/85119379904#tab=citedBy

U2 - 10.3390/electronics10222860

DO - 10.3390/electronics10222860

M3 - Article

AN - SCOPUS:85119379904

SN - 2079-9292

VL - 10

JO - Electronics (Switzerland)

JF - Electronics (Switzerland)

IS - 22

M1 - 2860

ER -

Multi-method analysis of medical records and mri images for early diagnosis of dementia and alzheimer’s disease based on deep learning and hybrid methods

Keywords

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