How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?

doi:10.1148/ryai.2020200053

Editorial

. 2020 May 6;2(3):e200053.

doi: 10.1148/ryai.2020200053. eCollection 2020 May.

How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?

Shinjini Kundu¹, Hesham Elhalawani¹, Judy W Gichoya¹, Charles E Kahn Jr¹

Affiliations

Affiliation

¹ The Johns Hopkins Hospital, Department of Radiology, 601 N Caroline St, Room 4223, Baltimore, MD 21287 (S.K.); Cleveland Clinic, Department of Radiation Oncology, Cleveland, Ohio (H.E.); Emory University School of Medicine, Department of Radiology, Atlanta, Georgia (J.G.); University of Pennsylvania, Department of Radiology, Philadelphia, Pennsylvania (C.E.K.).

PMID: 33928254
PMCID: PMC7233385
DOI: 10.1148/ryai.2020200053

Editorial

How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?

Shinjini Kundu et al. Radiol Artif Intell. 2020.

. 2020 May 6;2(3):e200053.

doi: 10.1148/ryai.2020200053. eCollection 2020 May.

Authors

Shinjini Kundu¹, Hesham Elhalawani¹, Judy W Gichoya¹, Charles E Kahn Jr¹

Affiliation

¹ The Johns Hopkins Hospital, Department of Radiology, 601 N Caroline St, Room 4223, Baltimore, MD 21287 (S.K.); Cleveland Clinic, Department of Radiation Oncology, Cleveland, Ohio (H.E.); Emory University School of Medicine, Department of Radiology, Atlanta, Georgia (J.G.); University of Pennsylvania, Department of Radiology, Philadelphia, Pennsylvania (C.E.K.).

PMID: 33928254
PMCID: PMC7233385
DOI: 10.1148/ryai.2020200053

No abstract available

PubMed Disclaimer

Cited by

Digital imaging, technologies and artificial intelligence applications during COVID-19 pandemic.
Alhasan M, Hasaneen M. Alhasan M, et al. Comput Med Imaging Graph. 2021 Jul;91:101933. doi: 10.1016/j.compmedimag.2021.101933. Epub 2021 May 15. Comput Med Imaging Graph. 2021. PMID: 34082281 Free PMC article.
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attention.
Liu S, Cai T, Tang X, Zhang Y, Wang C. Liu S, et al. Comput Biol Med. 2022 Oct;149:106065. doi: 10.1016/j.compbiomed.2022.106065. Epub 2022 Sep 1. Comput Biol Med. 2022. PMID: 36081225 Free PMC article.
Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?
Pham TD. Pham TD. Health Inf Sci Syst. 2020 Nov 22;9(1):2. doi: 10.1007/s13755-020-00135-3. eCollection 2021 Dec. Health Inf Sci Syst. 2020. PMID: 33235710 Free PMC article.
An Interpretable Model-Based Prediction of Severity and Crucial Factors in Patients with COVID-19.
Zheng B, Cai Y, Zeng F, Lin M, Zheng J, Chen W, Qin G, Guo Y. Zheng B, et al. Biomed Res Int. 2021 Mar 1;2021:8840835. doi: 10.1155/2021/8840835. eCollection 2021. Biomed Res Int. 2021. PMID: 33708997 Free PMC article.
Rapid screening for COVID-19 by applying artificial intelligence to chest computed tomography images: A feasibility study.
Galván P, Fusillo J, González F, Vukujevic O, Recalde L, Rivas R, Ortellado J, Portillo J, Mazzoleni J, Hilario E. Galván P, et al. Med Access Point Care. 2021 May 16;5:23992026211013644. doi: 10.1177/23992026211013644. eCollection 2021 Jan-Dec. Med Access Point Care. 2021. PMID: 36204494 Free PMC article.

See all "Cited by" articles

References

1. Ji Y, Ma Z, Peppelenbosch MP, Pan Q. Potential association between COVID-19 mortality and health-care resource availability. The Lancet Global Health. 2020 Apr;8(4):e480. doi: 10.1016/S2214-109X(20)30068-1. - PMC - PubMed
1. Division of Viral Diseases, Centers for Disease Control and Prevention , CDC 2019-Novel Coronavirus (2019-nCoV) Real-Time RT-PCR Diagnostic Panel. https://www.fda.gov/media/134922/download. Published March 30, 2020. Accessed April 11, 2020.
1. Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese Center for Disease Control and Prevention. JAMA. 2020 Feb 24. doi: 10.1001/jama.2020.2648. - PubMed
1. Bernheim A, Mei X, Huang M, Yang Y, Fayad ZA, Zhang N, Diao K, Lin B, Zhu X, Li K, Li S. Chest CT findings in coronavirus disease-19 (COVID-19): relationship to duration of infection. Radiology. 2020 Feb 20:200463. doi: 10.1148/radiol.2020200463. - PMC - PubMed
1. Chua F, Armstrong-James D, Desai SR, Barnett J, Kouranos V, Kon OM, José R, Vancheeswaran R, Loebinger MR, Wong J, Cutino-Moguel MT. The role of CT in case ascertainment and management of COVID-19 pneumonia in the UK: insights from high-incidence regions. The Lancet Respiratory Medicine. 2020 Mar 25. doi: 10.1016/S2213-2600(20)30132-6 - PMC - PubMed

Publication types

Actions

LinkOut - more resources

Full Text Sources
Other Literature Sources
- The Lens - Patent Citations Database

[1] Ji Y, Ma Z, Peppelenbosch MP, Pan Q. Potential association between COVID-19 mortality and health-care resource availability. The Lancet Global Health. 2020 Apr;8(4):e480. doi: 10.1016/S2214-109X(20)30068-1. - PMC - PubMed

[2] Ji Y, Ma Z, Peppelenbosch MP, Pan Q. Potential association between COVID-19 mortality and health-care resource availability. The Lancet Global Health. 2020 Apr;8(4):e480. doi: 10.1016/S2214-109X(20)30068-1. - PMC - PubMed

[3] Division of Viral Diseases, Centers for Disease Control and Prevention , CDC 2019-Novel Coronavirus (2019-nCoV) Real-Time RT-PCR Diagnostic Panel. https://www.fda.gov/media/134922/download. Published March 30, 2020. Accessed April 11, 2020.

[4] Division of Viral Diseases, Centers for Disease Control and Prevention , CDC 2019-Novel Coronavirus (2019-nCoV) Real-Time RT-PCR Diagnostic Panel. https://www.fda.gov/media/134922/download. Published March 30, 2020. Accessed April 11, 2020.

[5] Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese Center for Disease Control and Prevention. JAMA. 2020 Feb 24. doi: 10.1001/jama.2020.2648. - PubMed

[6] Wu Z, McGoogan JM. Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: summary of a report of 72 314 cases from the Chinese Center for Disease Control and Prevention. JAMA. 2020 Feb 24. doi: 10.1001/jama.2020.2648. - PubMed

[7] Bernheim A, Mei X, Huang M, Yang Y, Fayad ZA, Zhang N, Diao K, Lin B, Zhu X, Li K, Li S. Chest CT findings in coronavirus disease-19 (COVID-19): relationship to duration of infection. Radiology. 2020 Feb 20:200463. doi: 10.1148/radiol.2020200463. - PMC - PubMed

[8] Bernheim A, Mei X, Huang M, Yang Y, Fayad ZA, Zhang N, Diao K, Lin B, Zhu X, Li K, Li S. Chest CT findings in coronavirus disease-19 (COVID-19): relationship to duration of infection. Radiology. 2020 Feb 20:200463. doi: 10.1148/radiol.2020200463. - PMC - PubMed

[9] Chua F, Armstrong-James D, Desai SR, Barnett J, Kouranos V, Kon OM, José R, Vancheeswaran R, Loebinger MR, Wong J, Cutino-Moguel MT. The role of CT in case ascertainment and management of COVID-19 pneumonia in the UK: insights from high-incidence regions. The Lancet Respiratory Medicine. 2020 Mar 25. doi: 10.1016/S2213-2600(20)30132-6 - PMC - PubMed

[10] Chua F, Armstrong-James D, Desai SR, Barnett J, Kouranos V, Kon OM, José R, Vancheeswaran R, Loebinger MR, Wong J, Cutino-Moguel MT. The role of CT in case ascertainment and management of COVID-19 pneumonia in the UK: insights from high-incidence regions. The Lancet Respiratory Medicine. 2020 Mar 25. doi: 10.1016/S2213-2600(20)30132-6 - PMC - PubMed

Save citation to file

Email citation

Add to Collections

Add to My Bibliography

Your saved search

Create a file for external citation management software

Your RSS Feed

How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?

Affiliation

How Might AI and Chest Imaging Help Unravel COVID-19's Mysteries?

Authors

Affiliation

Similar articles

Cited by

References

Publication types

LinkOut - more resources

Full Text Sources

Other Literature Sources