The top 100 cited articles on artificial intelligence in Alzheimer’s disease and mild cognitive impairment: a bibliometric analysis

We analyzed the top 100 cited articles on AI in AD and MCI across authors, journals, countries, institutions, keywords, and AI methods. Diagnosing AD/MCI is the primary research focus, with MRI as the most studied examination. SVM and CNN are the most frequently used AI methods in these studies.

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Publication Details

Journal
Frontiers in Aging Neuroscience
Published
2026-01-12
DOI
https://doi.org/10.3389/fnagi.2025.1605231
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00

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article

The top 100 cited articles on artificial intelligence in Alzheimer’s disease and mild cognitive impairment: a bibliometric analysis

Yinggang Zheng, Lize Xiong, Zhi Tao, Rui Zhou
Frontiers in Aging Neuroscience
Dementia and Cognitive Impairment Research
article

The top 100 cited articles on artificial intelligence in Alzheimer’s disease and mild cognitive impairment: a bibliometric analysis

Yinggang Zheng, Lize Xiong, Zhi Tao, Rui Zhou
article en

Abstract

We analyzed the top 100 cited articles on AI in AD and MCI across authors, journals, countries, institutions, keywords, and AI methods. Diagnosing AD/MCI is the primary research focus, with MRI as the most studied examination. SVM and CNN are the most frequently used AI methods in these studies.

Frontiers in Aging NeuroscienceVol. 17
Shanghai Center for Brain Science and Brain-Inspired Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 90%
Dementia and Cognitive Impairment Research
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