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eess.SP2025
Working Memory Functional Connectivity Analysis for Dementia Classification using EEG
Shivani Ranjan, Anant Jain, Robin Badal +5
Background: Dementia, particularly Alzheimer's Disease (AD), is a progressive neurodegenerative disorder marked by cognitive decline. Early detection, especially at the Mild Cognit…
eess.SP2024
Exploring Brain Network Organization in Alzheimer Disease and Frontotemporal Dementia: A Crossplot Transition Entropy Approach
Shivani Ranjan, Lalan Kumar
Dementia poses a growing challenge in our aging society. Frontotemporal dementia (FTD) and Alzheimer disease (AD) are the leading causes of early-onset dementia. FTD and AD display…
eess.SP2024
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals
Shivani Ranjan, Ayush Tripathi, Harshal Shende +5
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 pro…