Dual Semi-Supervised Learning for Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Neuropsychological Data

Dual Semi-Supervised Learning for Classification of Alzheimer’s Disease and Mild Cognitive Impairment Based on Neuropsychological Data

Deep learning has shown impressive diagnostic abilities in Alzheimer’s disease (AD) research in recent years. However, although neuropsychological tests play a crucial role in screening AD and mild cognitive impairment (MCI), there is still a lack of deep learning algorithms only using such basic di...

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Bibliographic Details
Main Authors: Yan Wang, Xuming Gu, Wenju Hou, Meng Zhao, Li Sun, Chunjie Guo
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Brain Sciences
Subjects:
Alzheimer’s disease
semi-supervised Learning
neuropsychological test
difference regularization
Online Access:https://www.mdpi.com/2076-3425/13/2/306

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