Role of artificial intelligence in the diagnosis of COVID-19: A mini review

被引:0
|
作者
Mohammed, P. K. [1 ]
Gulati, Saakshi [2 ]
Gupta, Shivangi [3 ]
机构
[1] KMCT Dent Coll, Dept Oral Pathol & Microbiol, Kozhikode, Kerala, India
[2] Sathyabama Dent Coll & Hosp, Dept Oral Med & Radiol, Chennai, India
[3] MMCDSR Deemed Be Univ, Dept Periodont & Implantol, Ambala, India
关键词
COVID-19; Artificial intelligence; Algorithm; Analysis;
D O I
10.4103/2221-6189.357454
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
The ongoing COVID-19 pandemic due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has resulted in a significant public health care system crisis. This disease has resulted in devastating damage to human lives and significant disruption in economies. Use of "machine-learning " algorithms as tools of artificial intelligence may help identify a suspected or infected individual with an estimation of chances of survival. These algorithms make use of recorded observational data including medical histories, patient demographics as well as any related data on COVID-19.
引用
收藏
页码:168 / 172
页数:5
相关论文
共 50 条
  • [21] The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic
    Francesco Piccialli
    Vincenzo Schiano di Cola
    Fabio Giampaolo
    Salvatore Cuomo
    [J]. Information Systems Frontiers, 2021, 23 : 1467 - 1497
  • [22] COVID-19 in the Age of Artificial Intelligence: A Comprehensive Review
    Jawad Rasheed
    Akhtar Jamil
    Alaa Ali Hameed
    Fadi Al-Turjman
    Ahmad Rasheed
    [J]. Interdisciplinary Sciences: Computational Life Sciences, 2021, 13 : 153 - 175
  • [23] COVID-19 in the Age of Artificial Intelligence: A Comprehensive Review
    Rasheed, Jawad
    Jamil, Akhtar
    Hameed, Alaa Ali
    Al-Turjman, Fadi
    Rasheed, Ahmad
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2021, 13 (02) : 153 - 175
  • [24] Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19
    Shi, Feng
    Wang, Jun
    Shi, Jun
    Wu, Ziyan
    Wang, Qian
    Tang, Zhenyu
    He, Kelei
    Shi, Yinghuan
    Shen, Dinggang
    [J]. IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2021, 14 : 4 - 15
  • [25] Review on Diagnosis of COVID-19 from Chest CT Images Using Artificial Intelligence
    Ozsahin, Ilker
    Sekeroglu, Boran
    Musa, Musa Sani
    Mustapha, Mubarak Taiwo
    Ozsahin, Dilber Uzun
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 2020 (2020)
  • [26] Artificial Intelligence Is Reshaping Healthcare amid COVID-19: A Review in the Context of Diagnosis & Prognosis
    Saha, Rajnandini
    Aich, Satyabrata
    Tripathy, Sushanta
    Kim, Hee-Cheol
    [J]. DIAGNOSTICS, 2021, 11 (09)
  • [27] Artificial intelligence–enabled rapid diagnosis of patients with COVID-19
    Xueyan Mei
    Hao-Chih Lee
    Kai-yue Diao
    Mingqian Huang
    Bin Lin
    Chenyu Liu
    Zongyu Xie
    Yixuan Ma
    Philip M. Robson
    Michael Chung
    Adam Bernheim
    Venkatesh Mani
    Claudia Calcagno
    Kunwei Li
    Shaolin Li
    Hong Shan
    Jian Lv
    Tongtong Zhao
    Junli Xia
    Qihua Long
    Sharon Steinberger
    Adam Jacobi
    Timothy Deyer
    Marta Luksza
    Fang Liu
    Brent P. Little
    Zahi A. Fayad
    Yang Yang
    [J]. Nature Medicine, 2020, 26 : 1224 - 1228
  • [28] COVID-19 Diagnosis on Chest Radiograph Using Artificial Intelligence
    Baruah, Dhiraj
    Runge, Louis
    Jones, Richard H.
    Collins, Heather R.
    Kabakus, Ismail M.
    McBee, Morgan P.
    [J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2022, 14 (11)
  • [29] COVID-19 and Artificial Intelligence: An Approach to Forecast the Severity of Diagnosis
    Udristoiu, Anca Loredana
    Ghenea, Alice Elena
    Udristoiu, Stefan
    Neaga, Manuela
    Zlatian, Ovidiu Mircea
    Vasile, Corina Maria
    Popescu, Mihaela
    Tieranu, Eugen Nicolae
    Salan, Alex-Ioan
    Turcu, Adina Andreea
    Nicolosu, Dragos
    Calina, Daniela
    Cioboata, Ramona
    [J]. LIFE-BASEL, 2021, 11 (11):
  • [30] Development and evaluation of an artificial intelligence system for COVID-19 diagnosis
    Cheng Jin
    Weixiang Chen
    Yukun Cao
    Zhanwei Xu
    Zimeng Tan
    Xin Zhang
    Lei Deng
    Chuansheng Zheng
    Jie Zhou
    Heshui Shi
    Jianjiang Feng
    [J]. Nature Communications, 11