Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images

Sharifrazi, D, Alizadehsani, Roohallah, Roshanzamir, M, Joloudari, JH, Shoeibi, A, Jafari, M, Hussain, S, Sani, ZA, Hasanzadeh, F, Khozeimeh, Fahime, Khosravi, Abbas, Nahavandi, Saeid, Panahiazar, M, Zare, A, Shariful Islam, Sheikh and Acharya, UR 2021, Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images, Biomedical signal processing and control, vol. 68, pp. 1-14, doi: 10.1016/j.bspc.2021.102622.

Attached Files
Name Description MIMEType Size Downloads

Title Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images
Author(s) Sharifrazi, D
Alizadehsani, Roohallah
Roshanzamir, M
Joloudari, JH
Shoeibi, A
Jafari, M
Hussain, S
Sani, ZA
Hasanzadeh, F
Khozeimeh, Fahime
Khosravi, AbbasORCID iD for Khosravi, Abbas orcid.org/0000-0001-6927-0744
Nahavandi, SaeidORCID iD for Nahavandi, Saeid orcid.org/0000-0002-0360-5270
Panahiazar, M
Zare, A
Shariful Islam, SheikhORCID iD for Shariful Islam, Sheikh orcid.org/0000-0001-7926-9368
Acharya, UR
Journal name Biomedical signal processing and control
Volume number 68
Article ID 102622
Start page 1
End page 14
Total pages 14
Publisher Elsevier
Place of publication Amsterdam, The Netherlands
Publication date 2021-07
ISSN 1746-8094
1746-8108
Keyword(s) CNN
Covid-19
Data mining
Deep learning
Feature extraction
Image processing
Machine learning
Sobel operator
SVM
Language eng
DOI 10.1016/j.bspc.2021.102622
Indigenous content off
Field of Research 0903 Biomedical Engineering
0906 Electrical and Electronic Engineering
1004 Medical Biotechnology
HERDC Research category C1 Refereed article in a scholarly journal
Persistent URL http://hdl.handle.net/10536/DRO/DU:30150031

Connect to link resolver
 
Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved.

Versions
Version Filter Type
Citation counts: TR Web of Science Citation Count  Cited 1 times in TR Web of Science
Scopus Citation Count Cited 2 times in Scopus
Google Scholar Search Google Scholar
Access Statistics: 18 Abstract Views, 0 File Downloads  -  Detailed Statistics
Created: Thu, 15 Apr 2021, 08:36:11 EST

Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.