A dual-model AI framework for Alzheimer’s disease diagnosis using clinical and MRI data

The integration of ANN and CNN enhances diagnostic precision and supports AI-assisted clinical decision-making, with future work focusing on lightweight CNN architectures and wearable technologies to enable broader accessibility and earlier intervention.

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Publication Details

Journal
Frontiers in Medicine
Published
2026-01-08
DOI
https://doi.org/10.3389/fmed.2025.1713062
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

A dual-model AI framework for Alzheimer’s disease diagnosis using clinical and MRI data

Kadriye Yasemin Usta Ayanoğlu, Ferzat Anka, Fatih Ciftci, Sajjad Nematzadeh
Frontiers in Medicine
Dementia and Cognitive Impairment Research
article

A dual-model AI framework for Alzheimer’s disease diagnosis using clinical and MRI data

Kadriye Yasemin Usta Ayanoğlu, Ferzat Anka, Fatih Ciftci, Sajjad Nematzadeh
article en

Abstract

The integration of ANN and CNN enhances diagnostic precision and supports AI-assisted clinical decision-making, with future work focusing on lightweight CNN architectures and wearable technologies to enable broader accessibility and earlier intervention.

Frontiers in MedicineVol. 12
Software Research and Development Consulting (TR), Fatih Sultan Mehmet Waqf University (TR), Fatih Sultan Mehmet Eğitim Ve Araştırma Hastanesi (TR), Istanbul University (TR)
Peace, Justice and strong institutions
Openalex Percentile: Top 95%
Dementia and Cognitive Impairment Research
DOIOpen Access PDFOpenAlex
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