Multi-slice representational learning of convolutional neural network for Alzheimer’s disease classification using positron emission tomography

BACKGROUND: Alzheimer’s Disease (AD) is a degenerative brain disorder that often occurs in people over 65 years old. As advanced AD is difficult to manage, accurate diagnosis of the disorder is critical. Previous studies have revealed effective deep learning methods of classification. However, deep...

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Bibliografiske detaljer
Udgivet i:Biomed Eng Online
Main Authors: Kim, Han Woong, Lee, Ha Eun, Oh, KyeongTaek, Lee, Sangwon, Yun, Mijin, Yoo, Sun K.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2020
Fag:
Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7487538/
https://ncbi.nlm.nih.gov/pubmed/32894137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12938-020-00813-z
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