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Amyloid-beta statuses prediction with free water MR imaging features in Alzheimer's disease using machine learning

Rongshen Zhou1,2, Xuan Sun3, Siyu Chen3,4

  • 1School of Biomedical Engineering, Capital Medical University, Beijing, China.

BMC Medical Imaging
|April 28, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Alzheimer’s diseaseAmyloid-betaClassification modelFree water diffusion tensor imagingMachine learning

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Amyloid Fibrils03:03

Amyloid Fibrils

Amyloid fibrils are aggregates of misfolded proteins.  Under most circumstances, misfolded proteins are either refolded by chaperone proteins or degraded by the proteasome. However, in the case of a mutation or a disease, these proteins can accumulate to form large clusters and often further assemble to form elongated fibers, called fibrils. 
Amyloid deposits were observed as early as 1639 in the liver and the spleen.   In 1854, Rudolph Virchow performed iodine staining, normally used to...

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