Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods-Reference-Cited by-同舟云学术

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Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods

Published:2022-12 Issue:12 Volume:69 Page:3612-3622
ISSN:0018-9294
Container-title:IEEE Transactions on Biomedical Engineering
language:
Short-container-title:IEEE Trans. Biomed. Eng.

Author:

Phan Huy¹^ORCID,Mertins Alfred²,Baumert Mathias³^ORCID

Affiliation:

1. School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K.

2. Institute for Signal Processing, University of Lübeck, Germany

3. School of Electronic and Electrical Engineering, University of Adelaide, Australia

Funder

Engineering and Physical Sciences Research Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering

Link

http://xplorestaging.ieee.org/ielx7/10/9956947/09773946.pdf?arnumber=9773946

Reference60 articles.

1. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

2. Attention is all you need;vaswani;Proc Adv Neural Inf Process Syst,0

3. DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification

4. Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

5. Effect of adenotonsillectomy for childhood obstructive sleep apnea on nocturnal heart rate patterns

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1. Evaluation of automated pediatric sleep stage classification using U-Sleep - a convolutional neural network;2024-08-20

2. Automated sleep staging on reduced channels in children with epilepsy;Frontiers in Neurology;2024-05-10

3. A perspective on automated rapid eye movement sleep assessment;Journal of Sleep Research;2024-04-23

4. A Filter-based GAN to Enhance Learning Frequency Information of EEG for Sleep Staging;2023 8th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS);2023-11-23

5. Investigating the Accuracy of Sleep Stage Classification in Pediatrics: A Comprehensive Review;2023 International Conference on Sustainable Communication Networks and Application (ICSCNA);2023-11-15

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