A Genomic Signal Processing-Based Coronavirus Classification Model Using Deep Learning with Web-Based Console

被引:0
|
作者
Adetiba, Emmanuel [1 ,2 ,3 ]
Fayomi, Oluwatomilola Esther [1 ]
Ifijeh, Ayodele [1 ]
Abayomi, Abdultaofeek [4 ]
Adetiba, Joy Nwaogboko [5 ,6 ]
Thakur, Surendra [7 ]
Moyo, Sibusiso [8 ]
机构
[1] Department of Electrical and Information Engineering, Covenant University, Ota, Nigeria
[2] Covenant Applied Informatics and Communication Africa Center of Excellence, Covenant University, Ota, Nigeria
[3] Institute for Systems Science, HRA, Durban University of Technology, Durban, South Africa
[4] Department of Information and Communication Technology, Mangosuthu University of Technology, Jacobs, Durban,4026, South Africa
[5] Department of Nursing, Lagos State College of Nursing, Igando, Lagos, Nigeria
[6] Department of Nursing, University of KwaZulu-Natal, Durban, South Africa
[7] KZN E-Skills CoLab, Durban University of Technology, Durban, South Africa
[8] Office of DVC Research, Innovation and Postgraduate Studies, Stellenbosch University, Matieland, Western Cape, Stellenbosch,7602, South Africa
来源
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Convolution - Convolutional neural networks - Deep neural networks - Diagnosis - Diseases - DNA sequences - Genes - Learning systems - Neural network models
引用
收藏
页码:167 / 181
相关论文
共 50 条
  • [41] Comparison of deep learning models for natural language processing-based classification of non-English head CT reports
    Barash, Yiftach
    Guralnik, Gennadiy
    Tau, Noam
    Soffer, Shelly
    Levy, Tal
    Shimon, Orit
    Zimlichman, Eyal
    Konen, Eli
    Klang, Eyal
    NEURORADIOLOGY, 2020, 62 (10) : 1247 - 1256
  • [42] Electroencephalography Signal Analysis and Classification Based on Deep Learning
    Li, Zheng
    2020 5TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE, COMPUTER TECHNOLOGY AND TRANSPORTATION (ISCTT 2020), 2020, : 119 - 125
  • [43] Deep Learning based Automatic Signal Modulation Classification
    Lu, Jingyang
    Li, Yi
    Chen, Genshe
    Shen, Dan
    Tian, Xin
    Khanh Pham
    SENSORS AND SYSTEMS FOR SPACE APPLICATIONS XII, 2019, 11017
  • [44] Implementation of VLSI on Signal Processing-Based Digital Architecture Using AES Algorithm
    Marimuthu, Mohanapriya
    Rajendran, Santhosh
    Radhakrishnan, Reshma
    Rengarajan, Kalpana
    Khurram, Shahzada
    Ahmad, Shafiq
    Sayed, Abdelaty Edrees
    Shafiq, Muhammad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 74 (03): : 4729 - 4745
  • [45] Web-based fully automated cephalometric analysis by deep learning
    Kim, Hannah
    Shim, Eungjune
    Park, Jungeun
    Kim, Yoon-Ji
    Lee, Uilyong
    Kim, Youngjun
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 194
  • [46] Classification of Cochannel Signals using Cyclostationary Signal Processing and Deep Learning
    Mehta, Tanay
    Crompton, Bryan
    Mody, Apurva
    2024 IEEE INTERNATIONAL SYMPOSIUM ON DYNAMIC SPECTRUM ACCESS NETWORKS, DYSPAN 2024, 2024, : 7 - 12
  • [47] A Web-based Telepsychology Platform Prototype Using Cloud Computing and Deep Learning Tools
    Perez-Hernandez, Diego
    Pavon-Pulido, Nieves
    Lopez-Riquelme, J. A.
    Feliu Batlle, J. J.
    PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), 2021, 12981 : 97 - 108
  • [48] An interaction model for web-based learning: Cooperative project
    Choi, E
    Jun, W
    Hong, SK
    Bang, YC
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2004, PT 2, 2004, 3044 : 913 - 921
  • [49] An evaluation model for Web-based Learning Support Systems
    Yang, Y
    Wang, GY
    2005 IEEE/WIC/ACM International Conference on Web Intelligence, Proceedings, 2005, : 680 - 683
  • [50] A Web-Based Approach for Malaria Parasite Detection Using Deep Learning in Blood Smears
    Aluvalal, Srinivas
    Bhargavi, Keshoju
    Deekshitha, Jula
    Suresh, Banoth
    Rao, Gujja Nitesh
    Sravani, Athirajula
    2024 2ND WORLD CONFERENCE ON COMMUNICATION & COMPUTING, WCONF 2024, 2024,