AI‐Driven Pipeline for Analysis and Classification of Neurodegenerative Diseases from Cognitive, Imaging, and Clinical Biomarkers from the CogNID Study

This study advances AI applications to support early diagnosis of ND by addressing medical data imbalance, robust model development, and ensuring model interpretability and scalability. This framework can support a relevant and precise diagnosis of dementia, important for further research on patients' diagnoses.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70855_106908
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

AI‐Driven Pipeline for Analysis and Classification of Neurodegenerative Diseases from Cognitive, Imaging, and Clinical Biomarkers from the CogNID Study

Akram A. Hosseini, Armaghan Moemeni, Aditya Purswani
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

AI‐Driven Pipeline for Analysis and Classification of Neurodegenerative Diseases from Cognitive, Imaging, and Clinical Biomarkers from the CogNID Study

Akram A. Hosseini, Armaghan Moemeni, Aditya Purswani
article en

Abstract

This study advances AI applications to support early diagnosis of ND by addressing medical data imbalance, robust model development, and ensuring model interpretability and scalability. This framework can support a relevant and precise diagnosis of dementia, important for further research on patients' diagnoses.

Alzheimer s & DementiaVol. 21(S1)
Nottingham University Hospitals NHS Trust (GB), University of Nottingham (GB), Queen's Medical Centre (GB)
Openalex Percentile: Top 34%
Dementia and Cognitive Impairment Research
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