Automated differentiation of Alzheimer’s condition using Kernel Density Estimation based texture analysis of single slice brain MR images

Automated differentiation of Alzheimer’s condition using Kernel Density Estimation based texture analysis of single slice brain MR images

Computer-assisted tools can aid in the detection of Alzheimer disease (AD) which is a progressive neurodegenerative disorder that can lead to cognitive impairments and eventually death. The accumulated effects due to AD can cause changes in the appearance of grey matter, white matter and cerebrospin...

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Bibliographic Details
Main Authors: Veluppal Amrutha, Sadhukhan Deboleena, Gopinath Venugopal, Swaminathan Ramakrishnan
Format: Article
Language:English
Published: De Gruyter 2021-10-01
Series:Current Directions in Biomedical Engineering
Subjects:
alzheimer disease
kernel density estimation
texture analysis
2d brain images
linear discriminant analysis
Online Access:https://doi.org/10.1515/cdbme-2021-2191

Internet

https://doi.org/10.1515/cdbme-2021-2191

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