Deep Learning Application to Clinical Decision Support System in Sleep Stage Classification

Deep Learning Application to Clinical Decision Support System in Sleep Stage Classification

Recently, deep learning for automated sleep stage classification has been introduced with promising results. However, as many challenges impede their routine application, automatic sleep scoring algorithms are not widely used. Typically, polysomnography (PSG) uses multiple channels for higher accura...

Full description

Bibliographic Details
Main Authors: Dongyoung Kim, Jeonggun Lee, Yunhee Woo, Jaemin Jeong, Chulho Kim, Dong-Kyu Kim
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Journal of Personalized Medicine
Subjects:
deep learning
sleep scoring
neural network
EEG
sleep staging
Online Access:https://www.mdpi.com/2075-4426/12/2/136

Similar Items

Similar Items