Classification of X-ray images into COVID-19, pneumonia, and TB using cGAN and fine-tuned deep transfer learning models

被引：0
|
作者：
Mehta, Tirth [1 ]
Mehendale, Ninad [1 ]
机构：
[1] K. J. Somaiya College of Engineering, Vidyavihar, Mumbai,400077, India
来源：
Research on Biomedical Engineering | 2021年 / 37卷 / 04期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：803 / 813
相关论文
共 50 条
  • [31] Identification of COVID-19 with Chest X-ray Images using Deep Learning
    Khandar, Punam
    Thaokar, Chetana
    [J]. INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2021, 12 (05): : 694 - 700
  • [32] Covid-19 detection on x-ray images using a deep learning architecture
    Akgul, Ismail
    Kaya, Volkan
    Unver, Edhem
    Karavas, Erdal
    Baran, Ahmet
    Tuncer, Servet
    [J]. JOURNAL OF ENGINEERING RESEARCH, 2023, 11 (2B): : 15 - 26
  • [33] Detection of COVID-19 using deep learning on x-ray lung images
    Odeh, Abd AlRahman
    Alomar, Ayah
    Aljawarneh, Shadi
    [J]. PeerJ Computer Science, 2022, 8
  • [34] Detection of COVID-19 using deep learning on x-ray lung images
    Odeh, AbdAlRahman
    Alomar, Ayah
    Aljawarneh, Shadi
    [J]. PEERJ COMPUTER SCIENCE, 2022, 8
  • [35] A Deep Learning Approach for COVID-19 8 Viral Pneumonia Screening with X-ray Images
    Ahmed F.
    Bukhari S.A.C.
    Keshtkar F.
    [J]. Digital Government: Research and Practice, 2021, 2 (02):
  • [36] Classification of suspected objects and severity assessment of COVID-19 from chest X-ray images using deep transfer learning
    Verma K.
    Kumar A.
    Swaraj A.
    Sagar A.
    [J]. Research on Biomedical Engineering, 2023, 39 (03) : 705 - 718
  • [37] A Comparison of Deep Learning Models for Detecting COVID-19 in Chest X-ray Images
    Pelaez, Enrique
    Serrano, Ricardo
    Murillo, Geancarlo
    Cardenas, Washington
    [J]. IFAC PAPERSONLINE, 2021, 54 (15): : 358 - 363
  • [38] SpiCoNET: A Hybrid Deep Learning Model to Diagnose COVID-19 and Pneumonia Using Chest X-Ray Images
    Tumen, Vedat
    [J]. TRAITEMENT DU SIGNAL, 2022, 39 (04) : 1169 - 1180
  • [39] Detection of COVID-19 from CT and Chest X-ray Images Using Deep Learning Models
    Zouch, Wassim
    Sagga, Dhouha
    Echtioui, Amira
    Khemakhem, Rafik
    Ghorbel, Mohamed
    Mhiri, Chokri
    Ben Hamida, Ahmed
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2022, 50 (07) : 825 - 835
  • [40] A radiomics-boosted deep-learning model for COVID-19 and non-COVID-19 pneumonia classification using chest x-ray images
    Hu, Zongsheng
    Yang, Zhenyu
    Lafata, Kyle J.
    Yin, Fang-Fang
    Wang, Chunhao
    [J]. MEDICAL PHYSICS, 2022, 49 (05) : 3213 - 3222
12345