Deep learning approach for early prediction of COVID-19 mortality using chest X-ray and electronic health records

被引：0
|
作者：
Seung Min Baik
Kyung Sook Hong
Dong Jin Park
机构：
[1] Ewha Womans University Mokdong Hospital,Division of Critical Care Medicine, Department of Surgery
[2] Ewha Womans University College of Medicine,Division of Critical Care Medicine, Department of Surgery
[3] Ewha Womans University Seoul Hospital,Department of Laboratory Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine
[4] Ewha Womans University College of Medicine,undefined
[5] The Catholic University of Korea,undefined
来源：
BMC Bioinformatics | / 24卷
关键词：
COVID-19; Deep learning; Prediction model; Chest X-ray; Electronic health record;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep learning approach for early prediction of COVID-19 mortality using chest X-ray and electronic health records
    Baik, Seung Min
    Hong, Kyung Sook
    Park, Dong Jin
    [J]. BMC BIOINFORMATICS, 2023, 24 (01)
  • [2] Deep learning based prediction of COVID-19 virus using chest X-Ray
    Jain, Rachna
    Gupta, Meenu
    Jain, Kunal
    Kang, Sandeep
    [J]. JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2021, 24 (01) : 155 - 173
  • [3] A Deep Learning Approach for Detecting Covid-19 Using the Chest X-Ray Images
    Sadeghi, Fatemeh
    Rostami, Omid
    Yi, Myung-Kyu
    Hwang, Seong Oun
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 74 (01): : 751 - 768
  • [4] COVID-19 Detection in Chest X-ray Images using a Deep Learning Approach
    Saiz, Fatima A.
    Barandiaran, Inigo
    [J]. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2020, 6 (02): : 11 - 14
  • [5] Prediction of Covid-19 Based on Chest X-Ray Images Using Deep Learning with CNN
    Meem, Anika Tahsin
    Khan, Mohammad Monirujjaman
    Masud, Mehedi
    Aljahdali, Sultan
    [J]. COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2022, 41 (03): : 1223 - 1240
  • [6] 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
  • [7] A deep learning approach for COVID-19 screening and localization on Chest X-Ray images
    Marcomini, Karem Daiane
    Cardona Cardenas, Diego Armando
    Machado Traina, Agma Juci
    Krieger, Jose Eduardo
    Gutierrez, Marco Antonio
    [J]. MEDICAL IMAGING 2022: COMPUTER-AIDED DIAGNOSIS, 2022, 12033
  • [8] Covid-19 Detection in Chest X-ray Images with Deep Learning
    Ozdemir, Zeynep
    Yalim Keles, Hacer
    [J]. 29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021), 2021,
  • [9] COVID-19 Pneumonia Diagnosis Using Chest X-ray Radiography and Deep Learning
    Griner, Dalton
    Zhang, Ran
    Tie, Xin
    Zhang, Chengzhu
    Garrett, John
    Li, Ke
    Chen, Guang-Hong
    [J]. MEDICAL IMAGING 2021: COMPUTER-AIDED DIAGNOSIS, 2021, 11597
  • [10] Y Covid-19 Classification Using Deep Learning in Chest X-Ray Images
    Karhan, Zehra
    Akal, Fuat
    [J]. 2020 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO), 2020,
12345