Deep Learning-Based Segmentation in Classification of Alzheimer’s Disease
Sign Up to like & getrecommendations! Published in 2021 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-020-05193-z
Abstract: The classification of Alzheimer’s disease (AD) using ADNI dataset requires suitable feature segmenting techniques to detect the existing and relevant finer smaller brain region features, together with effective classification model, to eliminate a massive, labor-intensive… read more here.
Keywords: classification; alzheimer disease; deep learning; learning based ... See more keywords
A biological classification for Alzheimer’s disease - Amyloid, Tau and Neurodegeneration (A/T/N): results from the Argentine-Alzheimer’s Disease Neuroimaging Initiative
Sign Up to like & getrecommendations! Published in 2019 at "International Psychogeriatrics"
DOI: 10.1017/s1041610219000085
Abstract: Fil: Allegri, Ricardo Francisco. Consejo Nacional de Investigaciones Cientificas y Tecnicas; Argentina. Fundacion para la Lucha contra las Enfermedades Neurologicas de la Infancia; Argentina. Universidad de la Costa; Colombia read more here.
Keywords: disease amyloid; amyloid tau; biological classification; classification alzheimer ... See more keywords
Classification of Alzheimer’s Disease Based on Deep Learning of Brain Structural and Metabolic Data
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2022.927217
Abstract: To improve the diagnosis and classification of Alzheimer’s disease (AD), a modeling method is proposed based on the combining magnetic resonance images (MRI) brain structural data with metabolite levels of the frontal and parietal regions.… read more here.
Keywords: structural metabolic; classification; alzheimer disease; brain structural ... See more keywords
Speech- and Language-Based Classification of Alzheimer's Disease: A Systematic Review.
Sign Up to like & getrecommendations! Published in 2022 at "Bioengineering"
DOI: 10.3390/bioengineering9010027
Abstract: BACKGROUND Alzheimer's disease (AD) has paramount importance due to its rising prevalence, the impact on the patient and society, and the related healthcare costs. However, current diagnostic techniques are not designed for frequent mass screening,… read more here.
Keywords: speech; disease; alzheimer disease; systematic review ... See more keywords