Classification of amyloid PET images using novel features for early diagnosis of Alzheimer’s disease and mild cognitive impairment conversion
<p><strong>Background</strong> New PET tracers could have a substantial impact on the early diagnosis of Alzheimer’s disease (AD), particularly if they are accompanied by optimised image analysis and machine learning methods. Fractal dimension (FD) analysis, a measure of shape comp...
Main Authors: | Yan, Y, Somer, E, Grau, V |
---|---|
Format: | Journal article |
Language: | English |
Published: |
Lippincott, Williams and Wilkins
2019
|
Similar Items
-
Diagnosed mild cognitive impairment due to Alzheimer's disease with PET biomarkers of beta amyloid and neuronal dysfunction.
by: Shizuo Hatashita, et al.
Published: (2013-01-01) -
Based on Tau PET Radiomics Analysis for the Classification of Alzheimer’s Disease and Mild Cognitive Impairment
by: Fangyang Jiao, et al.
Published: (2023-02-01) -
Mild cognitive impairment and early Alzheimer's disease : detections and diagnosis /
by: Burns, Jeffrey M. (Jeffrey Murray), et al.
Published: (2008) -
False Memory and Alzheimer’s Disease Pathology in Patients with Amnestic Mild Cognitive Impairment: A Study with Amyloid PET
by: Eun-Ji Choi, et al.
Published: (2021-06-01) -
Generation of amyloid PET images via conditional adversarial training for predicting progression to Alzheimer’s disease
by: Yan, Y, et al.
Published: (2018)