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
  • [21] ECG T-Wave Monitor for Potential Early Detection and Diagnosis of Cardiac Arrhythmias
    Smith, David W.
    Nowacki, Douglas
    Li, John K-J.
    CARDIOVASCULAR ENGINEERING, 2010, 10 (04) : 201 - 206
  • [22] An embodied music cognition approach to multilevel interactive sonification
    Diniz, Nuno
    Coussement, Pieter
    Deweppe, Alexander
    Demey, Michiel
    Leman, Marc
    JOURNAL ON MULTIMODAL USER INTERFACES, 2012, 5 (3-4) : 211 - 219
  • [23] A novel approach for the diagnosis of ventricular tachycardia based on phase space reconstruction of ECG
    Koulaouzidis, George
    Das, Saptarshi
    Cappiello, Grazia
    Mazomenos, Evangelos B.
    Maharatna, Koushik
    Morgan, John
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2014, 172 (01) : E28 - E30
  • [24] Fuzzy Clustering of ECG Beats Using a New Metaheuristic Approach
    Dogan, Berat
    Olmez, Tamer
    PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1 AND 2, 2014, : 54 - 65
  • [25] Dataset and semantic based-approach for image sonification
    Toffa, O. K.
    Mignotte, M.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (01) : 1505 - 1518
  • [26] An embodied music cognition approach to multilevel interactive sonification
    Nuno Diniz
    Pieter Coussement
    Alexander Deweppe
    Michiel Demey
    Marc Leman
    Journal on Multimodal User Interfaces, 2012, 5 : 211 - 219
  • [27] A FAST ECG DIAGNOSIS BY USING SPECTRAL ARTIFICIAL NEURAL NETWORK (SANN) APPROACH
    Chen, Kun-Chih
    Chien, Po-Cheng
    2018 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT), 2018,
  • [28] HybDeepNet: ECG Signal Based Cardiac Arrhythmia Diagnosis Using a Hybrid Deep Learning Model
    Pandian, C. Satheesh
    Kalpana, A. M.
    INFORMATION TECHNOLOGY AND CONTROL, 2023, 52 (02): : 416 - 432
  • [29] Developing new predictive alarms based on ECG metrics for bradyasystolic cardiac arrest
    Ding, Quan
    Bai, Yong
    Tinoco, Adelita
    Mortara, David
    Duc Do
    Boyle, Noel G.
    Pelter, Michele M.
    Hu, Xiao
    PHYSIOLOGICAL MEASUREMENT, 2015, 36 (12) : 2405 - 2422
  • [30] 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
12345