3D texture anlaysis was used for classification of dementia and normal controls. Subjects with AD and LBD were discerned from NC with high performance.
Oct 22, 2024 · Classifying Alzheimer's disease, Lewy body dementia, and normal controls using 3D texture analysis in magnetic resonance images. March 2017 ...
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The results indicated that 3D texture could detect the subtle texture differences between tissues in AD patients and normal controls, and texture features of MR ...
Missing: Lewy body dementia,
Feb 10, 2020 · Texture analysis is an emerging field that allows mathematical detection of changes in MRI signals that are not visible among image pixels.
Classifying Dementia Using Local Binary Patterns from Different ...
www.ncbi.nlm.nih.gov › PMC4385607
Computerized method for classification between dementia with Lewy bodies and Alzheimer's disease by use of texture analysis on brain MRI. Proceedings of the ...
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Texture analysis is an emerging field that allows mathematical detection of changes in MRI signals that are not visible among image pixels.
The results indicated that 3D texture could detect the subtle texture differences between tissues in AD patients and normal controls, and texture features of MR ...
Our study demonstrates that LBP texture analysis in brain MR images can be successfully used for computer based dementia diagnosis.
Mar 22, 2015 · Our study demonstrates that LBP texture analysis in brain MR images can be successfully used for computer based dementia diagnosis. References.
This study evaluates the presented framework using MRI images from OASIS dataset for identifying dementia. Results showed that the proposed feature fusion ...