A Novel CNN-Based Classification and Prediction of COVID-19 Disease Using Deep Learning

被引:0
|
作者
Kumar, Talluri Sunil [1 ]
Kodati, Sarangam [2 ]
Yeruva, Sagar [1 ]
Susan, Talluri [3 ]
机构
[1] VNR Vignana Jyothi Inst Engn & Technol, Dept CSE, Hyderabad 500090, Telangana, India
[2] Teegala Krishna Reddy Engn Coll, Dept CSE, Hyderabad 500097, Telangana, India
[3] Arizona State Univ, POB 872812, Tempe, AZ USA
关键词
D O I
10.1007/978-981-16-7389-4_55
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:565 / 574
页数:10
相关论文
共 50 条
  • [41] A Novel Approach For CT-Based COVID-19 Classification and Lesion Segmentation Based On Deep Learning
    Hieu Minh Truong
    Hieu Trung Huynh
    COMPUTER JOURNAL, 2023, 66 (06): : 1366 - 1375
  • [42] Covid-19 Detection by using Deep learning-based Custom Convolution Neural Network (CNN)
    Awan, Mazhar Javed
    Imtiaz, Muhammad Wasif
    Usama, Muhammad
    Rehman, Amjad
    Ayesha, Noor
    Shehzad, Hafiz Muhammad Faisal
    4TH INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING (IC)2, 2021, : 806 - 812
  • [43] Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics
    Li, Cong
    Dong, Di
    Li, Liang
    Gong, Wei
    Li, Xiaohu
    Bai, Yan
    Wang, Meiyun
    Hu, Zhenhua
    Zha, Yunfei
    Tian, Jie
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 24 (12) : 3585 - 3594
  • [44] A Novel Machine Learning based Model for COVID-19 Prediction
    Mazen, Tamer Sh
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (11) : 523 - 531
  • [45] Classification of Positive COVID-19 CT Scans Using Deep Learning
    Khan, Muhammad Attique
    Hussain, Nazar
    Majid, Abdul
    Alhaisoni, Majed
    Bukhari, Syed Ahmad Chan
    Kadry, Seifedine
    Nam, Yunyoung
    Zhang, Yu-Dong
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (03): : 2923 - 2938
  • [46] Detection of COVID-19 using deep learning techniques and classification methods
    Oguz, Cinare
    Yaganoglu, Mete
    INFORMATION PROCESSING & MANAGEMENT, 2022, 59 (05)
  • [47] A Novel Machine Learning based Model for COVID-19 Prediction
    Sh. Mazen T.
    International Journal of Advanced Computer Science and Applications, 2020, 11 (11): : 523 - 531
  • [48] CNN-based Deep Learning Model for Chest X-ray Health Classification Using TensorFlow
    Tobias, Rogelio Ruzcko
    De Jesus, Luigi Carlo M.
    Mital, Matt Ervin G.
    Lauguico, Sandy C.
    Guillermo, Marielet A.
    Sybingco, Edwin
    Bandala, Argel A.
    Dadios, Elmer P.
    2020 RIVF INTERNATIONAL CONFERENCE ON COMPUTING & COMMUNICATION TECHNOLOGIES (RIVF 2020), 2020, : 192 - 197
  • [49] Skin Lesion Classification Using CNN-based Transfer Learning Model
    Dimililer, Kamil
    Sekeroglu, Boran
    GAZI UNIVERSITY JOURNAL OF SCIENCE, 2023, 36 (02): : 660 - 673
  • [50] Reducing False Prediction On COVID-19 Detection Using Deep Learning
    Bhowmik, Biswajit
    Varna, Shrinidhi Anil
    Kumar, Adarsh
    Kumar, Rahul
    2021 IEEE INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2021, : 404 - 407