Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network

被引：0
|
作者：
Javaria Amin
Muhammad Sharif
Nadia Gul
Seifedine Kadry
Chinmay Chakraborty
机构：
[1] University of Wah,Department of Computer Science
[2] COMSATS University Islamabad,Department of Computer Science
[3] MBBS,Faculty of Applied Computing and Technology
[4] FCPS Diagnostic Radiology,undefined
[5] Consultant Radiologist POF Hospital and Associate Professor Radiology Wah Medical College,undefined
[6] Noroff University College,undefined
[7] Birla Institute of Technology,undefined
来源：
Cognitive Computation | 2022年 / 14卷
关键词：
CGAN; ReLU; Softmax; Classical machine learning; Quanvolutional neural network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1677 / 1688
页数：11
相关论文
共 50 条
  • [1] Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network
    Amin, Javaria
    Sharif, Muhammad
    Gul, Nadia
    Kadry, Seifedine
    Chakraborty, Chinmay
    [J]. COGNITIVE COMPUTATION, 2022, 14 (05) : 1677 - 1688
  • [2] Synthetic Images Generation Using Conditional Generative Adversarial Network for Skin Cancer Classification
    Kaur, Ranpreet
    GholamHosseini, Hamid
    Sinha, Roopak
    [J]. 2021 IEEE REGION 10 CONFERENCE (TENCON 2021), 2021, : 381 - 386
  • [3] COVID-19 Screening Using a Lightweight Convolutional Neural Network with Generative Adversarial Network Data Augmentation
    Zulkifley, Mohd Asyraf
    Abdani, Siti Raihanah
    Zulkifley, Nuraisyah Hani
    [J]. SYMMETRY-BASEL, 2020, 12 (09):
  • [4] MR-based synthetic CT generation using a conditional generative adversarial network
    Wang, Zhenyu
    Lian, Jie
    Chen, Tao
    Zheng, Wei
    Yue, Shaolong
    Ji, Senrong
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 17 - 18
  • [5] Detection of COVID-19 Infection Using Deep Neural Network and Machine Learning Technique
    Hema, M.
    Murthy, T. S. N.
    [J]. JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY, 2024, 15 (05) : 622 - 629
  • [6] COVID-19 detection and classification for machine learning methods using human genomic data
    Ahemad M.T.
    Hameed M.A.
    Vankdothu R.
    [J]. Measurement: Sensors, 2022, 24
  • [7] Image recognition of COVID-19 using DarkCovidNet architecture based on convolutional neural network
    Kumar, Pankaj
    Bajpai, Bhavna
    Gupta, Deepak Omprakash
    Jain, Dinesh C.
    Vimal, S.
    [J]. WORLD JOURNAL OF ENGINEERING, 2022, 19 (01) : 90 - 97
  • [8] Image recognition of COVID-19 using DarkCovidNet architecture based on convolutional neural network
    Kumar, P.
    Bajpai, B.
    Gupta, D. O.
    Jain, D. C.
    Vimal, S.
    [J]. WORLD JOURNAL OF ENGINEERING, 2024,
  • [9] COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network
    Jiang, Yifan
    Chen, Han
    Loew, Murray
    Ko, Hanseok
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 25 (02) : 441 - 452
  • [10] Analysis and Prediction of COVID-19 by using Recurrent LSTM Neural Network Model in Machine Learning
    Dharani, N. P.
    Bojja, Polaiah
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (05) : 171 - 178
12345