Deep learning-based classification of dementia using image representation of subcortical signals

Deep learning-based classification of dementia using image representation of subcortical signals

Abstract Background Dementia is a neurological syndrome marked by cognitive decline. Alzheimer’s disease (AD) and frontotemporal dementia (FTD) are the common forms of dementia, each with distinct progression patterns. Early and accurate diagnosis of dementia cases (AD and FTD) is crucial for effect...

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Bibliographic Details
Main Authors: Shivani Ranjan, Ayush Tripathi, Harshal Shende, Robin Badal, Amit Kumar, Pramod Yadav, Deepak Joshi, Lalan Kumar
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Dementia
Continuous wavelet transform
Deep learning
Frontotemporal dementia
Alzheimer’s disease
Mild cognitive impairment
Online Access:https://doi.org/10.1186/s12911-025-02924-w
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https://doi.org/10.1186/s12911-025-02924-w

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