Analytics and Prediction Modeling During the COVID-19 Pandemic

doi:10.1016/j.mayocp.2020.05.040

Review

. 2020 Sep;95(9S):S8-S10.

doi: 10.1016/j.mayocp.2020.05.040. Epub 2020 Jun 22.

Analytics and Prediction Modeling During the COVID-19 Pandemic

Douglas W Challener¹, Sean C Dowdy², John C O'Horo³

Affiliations

¹ Division of Infectious Diseases, Mayo Clinic, Rochester, MN.
² Division of Gynecologic Oncology, Mayo Clinic, Rochester, MN.
³ Division of Infectious Diseases, Mayo Clinic, Rochester, MN; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN. Electronic address: OHoro.John@mayo.edu.

PMID: 32807519
PMCID: PMC7306725
DOI: 10.1016/j.mayocp.2020.05.040

Review

Analytics and Prediction Modeling During the COVID-19 Pandemic

Douglas W Challener et al. Mayo Clin Proc. 2020 Sep.

. 2020 Sep;95(9S):S8-S10.

doi: 10.1016/j.mayocp.2020.05.040. Epub 2020 Jun 22.

Authors

Douglas W Challener¹, Sean C Dowdy², John C O'Horo³

Affiliations

¹ Division of Infectious Diseases, Mayo Clinic, Rochester, MN.
² Division of Gynecologic Oncology, Mayo Clinic, Rochester, MN.
³ Division of Infectious Diseases, Mayo Clinic, Rochester, MN; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN. Electronic address: OHoro.John@mayo.edu.

PMID: 32807519
PMCID: PMC7306725
DOI: 10.1016/j.mayocp.2020.05.040

No abstract available

PubMed Disclaimer

Cited by

Implementing Symptom-Based Predictive Models for Early Diagnosis of Pediatric Respiratory Viral Infections.
Soriano-Arandes A, Andrés C, Perramon-Malavez A, Creus-Costa A, Gatell A, Martín-Martín R, Solà-Segura E, Riera-Bosch MT, Fernández E, Biosca M, Capdevila R, Sánchez A, Soler I, Chiné M, Sanz L, Quezada G, Pérez S, Canadell D, Salvadó O, Ridao M, Sau I, Rifà MÀ, Macià E, Burgaya-Subirana S, Vila M, Vila J, Mejías A, Antón A, Soler-Palacin P, Prats C. Soriano-Arandes A, et al. Viruses. 2025 Apr 8;17(4):546. doi: 10.3390/v17040546. Viruses. 2025. PMID: 40284989 Free PMC article.
Pandemics, inequities, public health, information, response: Canada's failure?
Béland F. Béland F. Can J Public Health. 2021 Jun;112(3):349-351. doi: 10.17269/s41997-021-00511-w. Can J Public Health. 2021. PMID: 33835409 Free PMC article. No abstract available.
Natural language processing enabling COVID-19 predictive analytics to support data-driven patient advising and pooled testing.
Meystre SM, Heider PM, Kim Y, Davis M, Obeid J, Madory J, Alekseyenko AV. Meystre SM, et al. J Am Med Inform Assoc. 2021 Dec 28;29(1):12-21. doi: 10.1093/jamia/ocab186. J Am Med Inform Assoc. 2021. PMID: 34415311 Free PMC article.
Fitting Early Phases of the COVID-19 Outbreak: A Comparison of the Performances of Used Models.
Sciannameo V, Azzolina D, Lanera C, Acar AŞ, Corciulo MA, Comoretto RI, Berchialla P, Gregori D. Sciannameo V, et al. Healthcare (Basel). 2023 Aug 21;11(16):2363. doi: 10.3390/healthcare11162363. Healthcare (Basel). 2023. PMID: 37628560 Free PMC article.

References

1. Branas C.C., Rundle A., Pei S. Flattening the curve before it flattens us: hospital critical care capacity limits and mortality from novel coronavirus (SARS-CoV2) cases in US counties [published online ahead of print April 6, 2020] https://doi.org/10.1101/2020.04.01.20049759 medRxiv. - DOI
1. Li R., Pei S., Chen B. Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2) Science. 2020;368(6490):489–493. - PMC - PubMed
1. Ferguson N.M., Laydon D., Nedjati-Gilani G. Imperial College London; London: 2020. Report 9 – Impact of Non-Pharmaceutical Interventions (NPIs) to Reduce COVID-19 Mortality and Healthcare Demand. - PMC - PubMed
1. IHME COVID-19 health service utilization forecasting team. Murray C.J.L. Forecasting the impact of the first wave of the COVID-19 pandemic on hospital demand and deaths for the USA and European Economic Area countries [published online ahead of print April 26, 2020] https://doi.org/10.1101/2020.04.21.20074732 medRxiv. - DOI
1. Gudbjartsson D.F., Helgason A., Jonsson H. Spread of SARS-CoV-2 in the Icelandic population. N Engl J Med. 2020;382:2302–2315. - PMC - PubMed

Publication types

Actions

MeSH terms

Actions
Actions
Actions
Actions
Actions
Actions
Actions
Actions
Actions

LinkOut - more resources

Full Text Sources

[1] Branas C.C., Rundle A., Pei S. Flattening the curve before it flattens us: hospital critical care capacity limits and mortality from novel coronavirus (SARS-CoV2) cases in US counties [published online ahead of print April 6, 2020] https://doi.org/10.1101/2020.04.01.20049759 medRxiv. - DOI

[2] Branas C.C., Rundle A., Pei S. Flattening the curve before it flattens us: hospital critical care capacity limits and mortality from novel coronavirus (SARS-CoV2) cases in US counties [published online ahead of print April 6, 2020] https://doi.org/10.1101/2020.04.01.20049759 medRxiv. - DOI

[3] Li R., Pei S., Chen B. Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2) Science. 2020;368(6490):489–493. - PMC - PubMed

[4] Li R., Pei S., Chen B. Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2) Science. 2020;368(6490):489–493. - PMC - PubMed

[5] Ferguson N.M., Laydon D., Nedjati-Gilani G. Imperial College London; London: 2020. Report 9 – Impact of Non-Pharmaceutical Interventions (NPIs) to Reduce COVID-19 Mortality and Healthcare Demand. - PMC - PubMed

[6] Ferguson N.M., Laydon D., Nedjati-Gilani G. Imperial College London; London: 2020. Report 9 – Impact of Non-Pharmaceutical Interventions (NPIs) to Reduce COVID-19 Mortality and Healthcare Demand. - PMC - PubMed

[7] IHME COVID-19 health service utilization forecasting team. Murray C.J.L. Forecasting the impact of the first wave of the COVID-19 pandemic on hospital demand and deaths for the USA and European Economic Area countries [published online ahead of print April 26, 2020] https://doi.org/10.1101/2020.04.21.20074732 medRxiv. - DOI

[8] IHME COVID-19 health service utilization forecasting team. Murray C.J.L. Forecasting the impact of the first wave of the COVID-19 pandemic on hospital demand and deaths for the USA and European Economic Area countries [published online ahead of print April 26, 2020] https://doi.org/10.1101/2020.04.21.20074732 medRxiv. - DOI

[9] Gudbjartsson D.F., Helgason A., Jonsson H. Spread of SARS-CoV-2 in the Icelandic population. N Engl J Med. 2020;382:2302–2315. - PMC - PubMed

[10] Gudbjartsson D.F., Helgason A., Jonsson H. Spread of SARS-CoV-2 in the Icelandic population. N Engl J Med. 2020;382:2302–2315. - 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

Analytics and Prediction Modeling During the COVID-19 Pandemic

Affiliations

Analytics and Prediction Modeling During the COVID-19 Pandemic

Authors

Affiliations

Similar articles

Cited by

References

Publication types

MeSH terms

LinkOut - more resources

Full Text Sources