A state-of-the-art survey on artificial intelligence to fight COVID-19

M.M. Islam; T.N. Poly; B. Alsinglawi; M.C. Lin; M.-H. Hsu; Y.-C. Li

doi:10.3390/jcm10091961

A state-of-the-art survey on artificial intelligence to fight COVID-19

M.M. Islam
, T.N. Poly
, B. Alsinglawi
, M.C. Lin
, M.-H. Hsu
, Y.-C. Li

Research output: Contribution to journal › Article › peer-review

16 Citations (Scopus)

17 Downloads (Pure)

Abstract

Artificial intelligence (AI) has shown immense potential to fight COVID-19 in many ways. This paper focuses primarily on AI's role in managing COVID-19 using digital images, clinical and laboratory data analysis, and a summary of the most recent articles published last year. We surveyed the use of AI for COVID-19 detection, screening, diagnosis, the progression of severity, mortality, drug repurposing, and other tasks. We started with the technical overview of all models used to fight the COVID-19 pandemic and ended with a brief statement of the current state-of-the-art, limitations, and challenges.

Original language	English
Article number	1961
Number of pages	17
Journal	Journal of Clinical Medicine
Volume	10
Issue number	9
DOIs	https://doi.org/10.3390/jcm10091961
Publication status	Published - 1 May 2021

Bibliographical note

Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.

Open Access - Access Right Statement

© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Access to Document

10.3390/jcm10091961

Open Access

Cite this

@article{38667f1c82294fab8698fdffc22f9057,

title = "A state-of-the-art survey on artificial intelligence to fight COVID-19",

abstract = "Artificial intelligence (AI) has shown immense potential to fight COVID-19 in many ways. This paper focuses primarily on AI's role in managing COVID-19 using digital images, clinical and laboratory data analysis, and a summary of the most recent articles published last year. We surveyed the use of AI for COVID-19 detection, screening, diagnosis, the progression of severity, mortality, drug repurposing, and other tasks. We started with the technical overview of all models used to fight the COVID-19 pandemic and ended with a brief statement of the current state-of-the-art, limitations, and challenges.",

author = "M.M. Islam and T.N. Poly and B. Alsinglawi and M.C. Lin and M.-H. Hsu and Y.-C. Li",

note = "Publisher Copyright: {\textcopyright} 2021 by the authors. Licensee MDPI, Basel, Switzerland.",

year = "2021",

month = may,

day = "1",

doi = "10.3390/jcm10091961",

language = "English",

volume = "10",

journal = "Journal of Clinical Medicine",

issn = "2077-0383",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "9",

}

TY - JOUR

T1 - A state-of-the-art survey on artificial intelligence to fight COVID-19

AU - Islam, M.M.

AU - Poly, T.N.

AU - Alsinglawi, B.

AU - Lin, M.C.

AU - Hsu, M.-H.

AU - Li, Y.-C.

PY - 2021/5/1

Y1 - 2021/5/1

N2 - Artificial intelligence (AI) has shown immense potential to fight COVID-19 in many ways. This paper focuses primarily on AI's role in managing COVID-19 using digital images, clinical and laboratory data analysis, and a summary of the most recent articles published last year. We surveyed the use of AI for COVID-19 detection, screening, diagnosis, the progression of severity, mortality, drug repurposing, and other tasks. We started with the technical overview of all models used to fight the COVID-19 pandemic and ended with a brief statement of the current state-of-the-art, limitations, and challenges.

AB - Artificial intelligence (AI) has shown immense potential to fight COVID-19 in many ways. This paper focuses primarily on AI's role in managing COVID-19 using digital images, clinical and laboratory data analysis, and a summary of the most recent articles published last year. We surveyed the use of AI for COVID-19 detection, screening, diagnosis, the progression of severity, mortality, drug repurposing, and other tasks. We started with the technical overview of all models used to fight the COVID-19 pandemic and ended with a brief statement of the current state-of-the-art, limitations, and challenges.

UR - https://hdl.handle.net/1959.7/uws:66957

U2 - 10.3390/jcm10091961

DO - 10.3390/jcm10091961

M3 - Article

SN - 2077-0383

VL - 10

JO - Journal of Clinical Medicine

JF - Journal of Clinical Medicine

IS - 9

M1 - 1961

ER -

A state-of-the-art survey on artificial intelligence to fight COVID-19

Abstract

Bibliographical note

Open Access - Access Right Statement

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this