Deep learning-based EEG analysis to classify normal, mild cognitive impairment, and dementia: Algorithms and dataset

Deep learning-based EEG analysis to classify normal, mild cognitive impairment, and dementia: Algorithms and dataset

For automatic EEG diagnosis, this paper presents a new EEG data set with well-organized clinical annotations called Chung-Ang University Hospital EEG (CAUEEG), which has event history, patient’s age, and corresponding diagnosis labels. We also designed two reliable evaluation tasks for the low-cost,...

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Bibliographic Details
Main Authors: Min-jae Kim, Young Chul Youn, Joonki Paik
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:NeuroImage
Subjects:
Electroencephalography (EEG)
Dementia
Mild cognitive impairment (MCI)
Deep learning
Convolutional neural network (CNN)
Automatic diagnostic system
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923002008

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http://www.sciencedirect.com/science/article/pii/S1053811923002008

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