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

Abstract 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. Howeve...

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Main Authors: Han Woong Kim, Ha Eun Lee, KyeongTaek Oh, Sangwon Lee, Mijin Yun, Sun K. Yoo
格式: Artigo
語言:Inglês
出版: BMC 2020-09-01
叢編:BioMedical Engineering OnLine
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在線閱讀:http://link.springer.com/article/10.1186/s12938-020-00813-z
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