ECG Sonification: A New Approach for Diagnosis of Cardiac Pathologies

被引：1
作者：
Hasan, Shaid [1 ]
Kabir, Iqbal [1 ]
Muntakim, Pratic A. [1 ]
机构：
[1] Bangladesh Univ Engn & Technol, Elect & Elect Engn, Dhaka, Bangladesh
来源：
2019 6TH INTERNATIONAL CONFERENCE ON NETWORKING, SYSTEMS AND SECURITY (NSYSS 2019) | 2019年
关键词：
Sonification; ECG; Cardiac Pathology;
D O I：
10.1145/3362966.3362968
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Easy detection of electrocardiogram (ECG) data is highly required in modern clinical system in case of different diseases. The present existing technique to represent and analysis data is visualization. Another alternative way of data representation known as sonification can make a revolutionary development in many clinical applications. In this work, we have applied sonification technique on ECG dataset and demonstrated a user study on 20 undergraduate students for diagnosis of cardiac pathologies. We have also made a user study comparison between sonification and visualization technique. Our study can be the foundation in further sonification and medical researches.
引用
收藏
页码：97 / 101
页数：5
相关论文
共 50 条
  • [31] Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach
    Grandits, Thomas
    Verhuelsdonk, Jan
    Haase, Gundolf
    Effland, Alexander
    Pezzuto, Simone
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2024, 71 (04) : 1281 - 1288
  • [32] Research on the Diagnosis Algorithm of ECG
    Zhang, Yamei
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE, EDUCATION AND HUMANITIES RESEARCH (ICSEHR 2017), 2017, 152 : 171 - 174
  • [33] Music of brain and music on brain: a novel EEG sonification approach
    Shankha Sanyal
    Sayan Nag
    Archi Banerjee
    Ranjan Sengupta
    Dipak Ghosh
    Cognitive Neurodynamics, 2019, 13 : 13 - 31
  • [34] A Hierarchical Visual Feature-Based Approach For Image Sonification
    Toffa, Ohini Kafui
    Mignotte, Max
    IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 23 : 706 - 715
  • [35] Deep Learning for ECG Image Analysis: A Lightweight Approach for Covid-19 Diagnosis
    El-Naggar, Ahmed Hatem
    Fawzi, Sahar Ali
    Tantawi, Manal
    2024 INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE AND SMART INNOVATION, ICMISI 2024, 2024, : 186 - 189
  • [36] Music of brain and music on brain: a novel EEG sonification approach
    Sanyal, Shankha
    Nag, Sayan
    Banerjee, Archi
    Sengupta, Ranjan
    Ghosh, Dipak
    COGNITIVE NEURODYNAMICS, 2019, 13 (01) : 13 - 31
  • [37] Cardiac resynchronization therapy: back to ECG?
    Gianfranchi, Lorella
    Alboni, Paolo
    JOURNAL OF CARDIOVASCULAR MEDICINE, 2010, 11 (03) : 145 - 150
  • [38] Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals
    Yared Daniel Daydulo
    Bheema Lingaiah Thamineni
    Ahmed Ali Dawud
    BMC Medical Informatics and Decision Making, 23
  • [39] Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals
    Daydulo, Yared Daniel
    Thamineni, Bheema Lingaiah
    Dawud, Ahmed Ali
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
  • [40] Early Diagnosis of Acute Myocarditis in the ED: Proposal of a New ECG-Based Protocol
    Piazza, Isabelle
    Ferrero, Paolo
    Marra, Alessio
    Cosentini, Roberto
    DIAGNOSTICS, 2022, 12 (02)
12345