Transfer Learning Assisted Classification and Detection of Alzheimer’s Disease Stages Using 3D MRI Scans

Alzheimer’s disease effects human brain cells and results in dementia. The gradual deterioration of the brain cells results in disability of performing daily routine tasks. The treatment for this disease is still not mature enough. However, its early diagnosis may allow restraining the spr...

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Detalhes bibliográficos
Main Authors: Muazzam Maqsood, Faria Nazir, Umair Khan, Farhan Aadil, Habibullah Jamal, Irfan Mehmood, Oh-young Song
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-06-01
Colecção:Sensors
Assuntos:
Alzheimer’s Detection
AlexNet
ImageNet
transfer learning
contrast stretching
K-Mean clustering
Acesso em linha:https://www.mdpi.com/1424-8220/19/11/2645
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