Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation-Reference-Cited by-同舟云学术

Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation

Published:2024 Issue: Volume:73 Page:1-10
ISSN:0018-9456
Container-title:IEEE Transactions on Instrumentation and Measurement
language:
Short-container-title:IEEE Trans. Instrum. Meas.

Author:

Zhou Dongdong¹^ORCID,Xu Qi¹^ORCID,Zhang Jiacheng²^ORCID,Wu Lei³^ORCID,Xu Hongming⁴^ORCID,Kettunen Lauri⁵^ORCID,Chang Zheng⁵^ORCID,Zhang Qiang¹^ORCID,Cong Fengyu⁵^ORCID

Affiliation:

1. School of Computer Science and Technology, Dalian University of Technology, Dalian, China

2. School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, China

3. Department of Neurology, Second Affiliated Hospital of the Zhejiang University School of Medicine, Hangzhou, China

4. School of Biomedical Engineering, Dalian University of Technology, Dalian, China

5. Faculty of Information Technology, University of Jyväskylä, Jyväskylä, Finland

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

China Scholarship Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/19/10367905/10445753.pdf?arnumber=10445753

Reference40 articles.

1. Sleep: A Health Imperative

2. Mixed Neural Network Approach for Temporal Sleep Stage Classification

3. A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects

4. Rules for Scoring Respiratory Events in Sleep: Update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events

5. Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding

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