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Alzheimer's Disease: Overview01:26

Alzheimer's Disease: Overview

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Alzheimer's Disease (AD) is a continually advancing neurodegenerative disorder, distinguished by escalating memory loss, cognitive dysfunction, and dementia. The disease unfolds in three stages: preclinical, mild cognitive impairment (MCI), and dementia. Its onset is insidious, and the progression gradual, with the cause not well explained by other disorders.
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
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Dementia01:30

Dementia

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Dementia is a collective term for cognitive disorders primarily affecting memory, thinking, and reasoning. It is not a specific disease but a syndrome, with Alzheimer's disease being the most common cause, accounting for approximately 60-80% of cases. Other types include vascular dementia, Lewy body dementia, and frontotemporal dementia. Dementia affects millions worldwide, particularly older adults, though it is not a normal part of aging.
The progression of dementia is generally gradual....
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Video Experimental Relacionado

Updated: Feb 24, 2026

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
12:50

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly

Published on: April 14, 2014

40.9K

Un tutorial sobre clasificación de imágenes explicable para etapas de demencia utilizando redes neuronales

Kevin Kam Fung Yuen1

  • 1Department of Computing, The Hong Kong Polytechnic University.

Studies in health technology and informatics
|February 23, 2026
PubMed
Resumen
Este resumen es generado por máquina.

Este estudio utiliza inteligencia artificial (IA) explicable con redes neuronales convolucionales (CNN) y mapeo de activación de gradiente ponderado (Grad-CAM) para clasificar con precisión las etapas de la demencia a partir de resonancias magnéticas, ofreciendo información para los médicos.

Palabras clave:
visión por computadoraaprendizaje profundoanálisis de imágenes de demenciaetapas y progresión de la demenciaIA explicable

Videos de Experimentos Relacionados

Last Updated: Feb 24, 2026

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
12:50

Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly

Published on: April 14, 2014

40.9K