Development of a robust parallel and multi-composite machine learning model for improved diagnosis of Alzheimer's disease: correlation with dementia-associated drug usage and AT(N) protein biomarkers

It is noteworthy that we aimed to construct a pipeline design that incorporates comprehensive methodologies to detect Alzheimer's over wide-ranging input values and variables in the current study. Thus, the model that we developed could be used by clinicians and medical experts to advance Alzheimer's diagnosis and as a starting point for future research into AD and other neurodegenerative syndromes.

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Publication Details

Journal
Frontiers in Neuroscience
Published
2024-09-06
DOI
https://doi.org/10.3389/fnins.2024.1391465
Citations
10
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
7.08
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article

Development of a robust parallel and multi-composite machine learning model for improved diagnosis of Alzheimer's disease: correlation with dementia-associated drug usage and AT(N) protein biomarkers

Afreen Khan, Basem Assiri, Mohammed Shuaib, Shadab Alam et al.
10 citations
Frontiers in Neuroscience
Artificial Intelligence in Healthcare
7.08
article

Development of a robust parallel and multi-composite machine learning model for improved diagnosis of Alzheimer's disease: correlation with dementia-associated drug usage and AT(N) protein biomarkers

Afreen Khan, Basem Assiri, Mohammed Shuaib, Shadab Alam, Swaleha Zubair, Abdullah Sheneamer
article en
10 citations

Abstract

It is noteworthy that we aimed to construct a pipeline design that incorporates comprehensive methodologies to detect Alzheimer's over wide-ranging input values and variables in the current study. Thus, the model that we developed could be used by clinicians and medical experts to advance Alzheimer's diagnosis and as a starting point for future research into AD and other neurodegenerative syndromes.

Frontiers in NeuroscienceVol. 18
Aligarh Muslim University (IN), Integral University (IN), Jazan University (SA)
Openalex Percentile: Top 3%
Artificial Intelligence in Healthcare
7.08
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