Accurate detection of sleep apnea with long short-term memory network based on RR interval signals

被引：0
|
作者：
Faust, Oliver [1 ]
Barika, Ragab [1 ]
Shenfield, Alex [1 ]
Ciaccio, Edward J. [2 ]
Acharya, U. Rajendra [3 ,4 ,5 ]
机构：
[1] Sheffield Hallam University, Sheffield, United Kingdom
[2] Columbia University, Department of Medicine - Cardiology, New York, NY, United States
[3] Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore
[4] Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan
[5] School of Management and Enterprise University of Southern Queensland, Springfield, Australia
来源：
Knowledge-Based Systems | 2021年 / 212卷
关键词：
Long short-term memory;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [31] Short-Term Load Forecasting using A Long Short-Term Memory Network
    Liu, Chang
    Jin, Zhijian
    Gu, Jie
    Qiu, Caiming
    2017 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE), 2017,
  • [32] Combined Long Short-Term Memory Network-Based Short-Term Prediction of Solar Irradiance
    Madhiarasan, Manoharan
    Louzazni, Mohamed
    International Journal of Photoenergy, 2022, 2022
  • [33] Short-Term Traffic Flow Forecast Based on Parallel Long Short-Term Memory Neural Network
    Qiao, Songlin
    Sun, Rencheng
    Fan, Guangpeng
    Liu, Ji
    PROCEEDINGS OF 2017 8TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2017), 2017, : 253 - 257
  • [34] Combined Long Short-Term Memory Network-Based Short-Term Prediction of Solar Irradiance
    Madhiarasan, Manoharan
    Louzazni, Mohamed
    INTERNATIONAL JOURNAL OF PHOTOENERGY, 2022, 2022
  • [35] Network Security Situation Prediction Based on Long Short-Term Memory Network
    Shang, Li
    Zhao, Wei
    Zhang, Jiaju
    Fu, Qiang
    Zhao, Qian
    Yang, Yang
    2019 20TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2019,
  • [36] Power Consumption Predicting and Anomaly Detection Based on Long Short-Term Memory Neural Network
    Wang, Xiaohui
    Zhao, Ting
    Liu, He
    He, Rong
    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2019, : 487 - 491
  • [37] Study of long short-term memory in flow-based network intrusion detection system
    Nicholas, Lee
    Ooi, Shih Yin
    Pang, Ying Han
    Hwang, Seong Oun
    Tan, Syh-Yuan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (06) : 5947 - 5957
  • [38] Small Floating Target Detection Method Based on Chaotic Long Short-Term Memory Network
    Yan, Yan
    Xing, Hongyan
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2021, 9 (06)
  • [39] Time Series-based Spoof Speech Detection Using Long Short-term Memory and Bidirectional Long Short-term Memory
    Mirza, Arsalan R.
    Al-Talabani, Abdulbasit K.
    ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY, 2024, 12 (02): : 119 - 129
  • [40] Detection and mitigation of time synchronization attacks based on long short-term memory neural network
    Liu, Yang
    Xu, Bo
    Chen, Zhengkun
    Shen, Dan
    Zhou, Zhijian
    Zhu, Xiangwei
    GPS SOLUTIONS, 2024, 28 (01)
12345