Classification of COVID-19 by Compressed Chest CT Image through Deep Learning on a Large Patients Cohort

被引：0
|
作者：
Ziwei Zhu
Zhang Xingming
Guihua Tao
Tingting Dan
Jiao Li
Xijie Chen
Yang Li
Zhichao Zhou
Xiang Zhang
Jinzhao Zhou
Dongpei Chen
Hanchun Wen
Hongmin Cai
机构：
[1] School of Computer Science and Engineering,Department of Medical Imaging
[2] South China University of Technology,Department of Critical Care Medicine
[3] Collaborative Innovation Center for Cancer Medicine,undefined
[4] State Key Laboratory of Oncology in South China,undefined
[5] Sun Yat-sen University Cancer Center,undefined
[6] Wuhan Huangpi District Hospital of Traditional Chinese Medicine,undefined
[7] The First Affiliated Hospital of Guangxi Medical University,undefined
来源：
Interdisciplinary Sciences: Computational Life Sciences | 2021年 / 13卷
关键词：
Coronavirus disease (COVID-19); Computed tomography; Deep learning; Computer-aided efficient detection; Diagnosis model; Asymptomatic patients;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：73 / 82
页数：9
相关论文
共 50 条
  • [1] Classification of COVID-19 by Compressed Chest CT Image through Deep Learning on a Large Patients Cohort
    Zhu, Ziwei
    Xingming, Zhang
    Tao, Guihua
    Dan, Tingting
    Li, Jiao
    Chen, Xijie
    Li, Yang
    Zhou, Zhichao
    Zhang, Xiang
    Zhou, Jinzhao
    Chen, Dongpei
    Wen, Hanchun
    Cai, Hongmin
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2021, 13 (01) : 73 - 82
  • [2] Classification of COVID-19 Chest CT Images Based on Ensemble Deep Learning
    Li, Xiaoshuo
    Tan, Wenjun
    Liu, Pan
    Zhou, Qinghua
    Yang, Jinzhu
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021 (2021)
  • [3] Deep learning based computed tomography image classification of COVID-19 patients
    Seethalakshmy, A.
    Tamilvizhi, T.
    Sowjanya, K. Naga
    Bala, Bhoomeshwar
    [J]. JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2023, 26 (03) : 371 - 381
  • [4] COVID-19 classification based on a deep learning and machine learning fusion technique using chest CT images
    Salama, Gerges M.
    Mohamed, Asmaa
    Abd-Ellah, Mahmoud Khaled
    [J]. NEURAL COMPUTING & APPLICATIONS, 2023, 36 (10): : 5347 - 5365
  • [5] COVID-19 classification based on a deep learning and machine learning fusion technique using chest CT images
    Gerges M. Salama
    Asmaa Mohamed
    Mahmoud Khaled Abd-Ellah
    [J]. Neural Computing and Applications, 2024, 36 : 5347 - 5365
  • [6] Diagnosis of COVID-19 with a Deep Learning Approach on Chest CT Slices
    Yener, Fatma Muberra
    Oktay, Ayse Betul
    [J]. 2020 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO), 2020,
  • [7] Deep transfer learning based classification model for covid-19 using chest CT-scans
    Lahsaini, Ilyas
    El Habib Daho, Mostafa
    Chikh, Mohamed Amine
    [J]. PATTERN RECOGNITION LETTERS, 2021, 152 : 1 - 7
  • [8] Automated image classification of chest X-rays of COVID-19 using deep transfer learning
    Dilshad, Sara
    Singh, Nikhil
    Atif, M.
    Hanif, Atif
    Yaqub, Nafeesah
    Farooq, W. A.
    Ahmad, Hijaz
    Chu, Yu-ming
    Masood, Muhammad Tamoor
    [J]. RESULTS IN PHYSICS, 2021, 28
  • [9] Efficient Medical Image Segmentation Of COVID-19 Chest CT Images Based on Deep Learning Techniques
    Walvekar, Sanika
    Shinde, Swati
    [J]. 2021 INTERNATIONAL CONFERENCE ON EMERGING SMART COMPUTING AND INFORMATICS (ESCI), 2021, : 203 - 206
  • [10] Deep Learning With Chest Radiographs for Making Prognoses in Patients With COVID-19: Retrospective Cohort Study
    Lee, Hyun Woo
    Yang, Hyun Jun
    Kim, Hyungjin
    Kim, Ue-Hwan
    Kim, Dong Hyun
    Yoon, Soon Ho
    Ham, Soo-Youn
    Nam, Bo Da
    Chae, Kum Ju
    Lee, Dabee
    Yoo, Jin Young
    Bak, So Hyeon
    Kim, Jin Young
    Kim, Jin Hwan
    Kim, Ki Beom
    Jung, Jung Im
    Lim, Jae-Kwang
    Lee, Jong Eun
    Chung, Myung Jin
    Lee, Young Kyung
    Kim, Young Seon
    Lee, Sang Min
    Kwon, Woocheol
    Park, Chang Min
    Kim, Yun-Hyeon
    Jeong, Yeon Joo
    Jin, Kwang Nam
    Goo, Jin Mo
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 25
12345