DeepFilter: An ECG baseline wander removal filter using deep learning techniques

被引:0
|
作者
Romero, Francisco P. [1 ]
Piñol, David C. [2 ]
Vázquez-Seisdedos, Carlos R. [3 ]
机构
[1] Global Artificial Intelligence Accelerator (GAIA), Ericsson, Canada
[2] Department of Electrical, Electronics and Communication Engineering, Friedrich-Alexander-Universität, Erlangen-Nürnberg (FAU), Germany
[3] Center for Neuroscience Studies, Image and Signal Processing, Universidad de Oriente, Cuba
关键词
Thanks to Liset Vázquez Romaguera for fruitful discussions and document review;
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
  • [21] Baseline Wander Removal From ECG Signal using State Space Recursive Least Squares (SSRLS) Adaptive Filter
    Sheikh, Shafa-at Ali
    Razzaq, Nauman
    Zaidi, Tahir
    2016 2ND INTERNATIONAL CONFERENCE ON ROBOTICS AND ARTIFICIAL INTELLIGENCE (ICRAI), 2016, : 58 - 62
  • [22] ECG Baseline Wander Removal by QVR Preserving the ST Segment
    Fasano, Antonio
    Villani, Valeria
    2014 8TH CONFERENCE OF THE EUROPEAN STUDY GROUP ON CARDIOVASCULAR OSCILLATIONS (ESGCO), 2014, : 117 - 118
  • [23] Baseline Wander Removal for ECG Signals Based on Improved EMD
    Li, Guoquan
    Ullah, S. M. Wali
    Li, Bilu
    Lin, Jinzhao
    Wang, Huiqian
    PROCEEDINGS OF 2020 IEEE 15TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2020), 2020, : 484 - 487
  • [24] An error-bounded median filter for correcting ECG baseline wander
    Zhao, Huanyu
    Li, Tongliang
    Yang, Jian
    Pang, Chaoyi
    HEALTH INFORMATION SCIENCE AND SYSTEMS, 2023, 11 (01)
  • [25] Comparison of ECG Baseline Wander Removal Techniques and Improvement Based on Moving Average of Wavelet Approximation Coefficients
    Aqil M.
    Jbari A.
    Bourouhou A.
    International Journal Bioautomation, 2021, 25 (02) : 183 - 204
  • [26] Comparison of Baseline Wander Removal Techniques considering the Preservation of ST Changes in the Ischemic ECG: A Simulation Study
    Lenis, Gustavo
    Pilia, Nicolas
    Loewe, Axel
    Schulze, Walther H. W.
    Doessel, Olaf
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 2017
  • [27] A comprehensive Adaptive filter to eliminate baseline wander from ECG Signals
    Rahman, Md Saifur
    Choi, Chulhyung
    Kim, Young-pil
    Kim, Sikyung
    2017 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2017, : 43 - 48
  • [28] An error-bounded median filter for correcting ECG baseline wander
    Huanyu Zhao
    Tongliang Li
    Jian Yang
    Chaoyi Pang
    Health Information Science and Systems, 11
  • [29] ECG Baseline Wander Removal and Impact on Beat Morphology: A Comparative Analysis
    Fasano, Antonio
    Villani, Valeria
    2013 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), 2013, 40 : 1167 - 1170
  • [30] On the Use of Variational Mode Decomposition for Removal of Baseline Wander in ECG Signals
    Prabhakararao, Eedara
    Manikandan, M. Sabarimalai
    2016 TWENTY SECOND NATIONAL CONFERENCE ON COMMUNICATION (NCC), 2016,