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Focus on COVID-19

Prehospital COVID-19-Related Encounters Predict Future Hospital Utilization

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Pages 297-302 | Received 19 Sep 2020, Accepted 07 Apr 2022, Published online: 13 May 2022

References

  • Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Infect Dis. 2020;20(5):533–4. doi:10.1016/S1473-3099(20)30120-1.
  • Rosenbaum L. Facing Covid-19 in Italy—ethics, logistics, and therapeutics on the epidemic's front line. N Engl J Med. 2020;382(20):1873–5. doi:10.1056/NEJMp2005492.
  • Emanuel EJ, Persad G, Upshur R, Thome B, Parker M, Glickman A, Zhang C, Boyle C, Smith M, Phillips JP, et al. Fair allocation of scarce medical resources in the time of Covid-19. N Engl J Med. 2020;382(21):2049–55. doi:10.1056/NEJMsb2005114.
  • Grasselli G, Pesenti A, Cecconi M. Critical care utilization for the COVID-19 outbreak in Lombardy, Italy: early experience and forecast during an emergency response. Jama. 2020;323(16):1545–6. doi:10.1001/jama.2020.4031.
  • Jewell NP, Lewnard JA, Jewell BL. Predictive mathematical models of the COVID-19 pandemic: underlying principles and value of projections. Jama. 2020;323(19):1893–4. doi:10.1001/jama.2020.6585.
  • IHME COVID-19 Health Service Utilization Forecasting Team, Murray CJ. Forecasting COVID-19 impact on hospital bed-days, ICU-days, ventilator-days and deaths by US state in the next 4 months. MedRxiv. 2020.
  • Wollenstein-Betech S, Silva AA, Fleck JL, Cassandras CG, Paschalidis IC. Physiological and socioeconomic characteristics predict COVID-19 mortality and resource utilization in Brazil. PLoS One. 2020;15(10):e0240346.
  • Roimi M, Gutman R, Somer J, Arie AB, Calman I, Bar-Lavie Y, Ziv A, Eytan D, Gorfine M, Shalit U. Predicting illness trajectory and hospital resource utilization of COVID-19 hospitalized patients-a nationwide study. medRxiv. 2020.
  • Ji D, Zhang D, Chen Z, Xu Z, Zhao P, Zhang M, Zhang L, Cheng G, Wang Y, Yang G. 2020. Clinical characteristics predicting progression of COVID-19.
  • Altschul DJ, Unda SR, Benton J, de la Garza Ramos R, Cezayirli P, Mehler M, Eskandar EN. A novel severity score to predict inpatient mortality in COVID-19 patients. Sci Rep. 2020;10(1):1–8. doi:10.1038/s41598-020-73962-9.
  • Haimovich AD, Ravindra NG, Stoytchev S, Young HP, Wilson FP, van Dijk D, Schulz WL, Taylor RA. Development and validation of the quick COVID-19 severity index: a prognostic tool for early clinical decompensation. Ann Emerg Med. 2020;76(4):442–53.
  • Weissman GE, Crane-Droesch A, Chivers C, Luong T, Hanish A, Levy MZ, Lubken J, Becker M, Draugelis ME, Anesi GL, et al. Locally informed simulation to predict hospital capacity needs during the COVID-19 pandemic. Ann Intern Med. 2020;173(1):21–8. doi:10.7326/M20-1260.
  • Carr MJ, Bauter R, Shepherd P, Robbins V, McKechnie AJ, Cappuccia B, Merlin MA. Temporal trends and future predictions of regional EMS system utilization using statistical Modeling. Prehosp Disaster Med. 2020;35(1):32–40. doi:10.1017/S1049023X19005065.
  • Villani M, Earnest A, Nanayakkara N, Smith K, de Courten B, Zoungas S. Time series modelling to forecast prehospital EMS demand for diabetic emergencies. BMC Health Serv Res. 2017;17(1):332. doi:10.1186/s12913-017-2280-6.
  • Kang D-Y, Cho K-J, Kwon O, Kwon J-m, Jeon K-H, Park H, Lee Y, Park J, Oh B-H. Artificial intelligence algorithm to predict the need for critical care in prehospital emergency medical services. Scand J Trauma Resusc Emerg Med. 2020;28(1):1–8. doi:10.1186/s13049-020-0713-4.
  • Sayers DR, Hulse ST, Webber BJ, Burns TA, Denicoff AL. Notes from the field: use of emergency medical service data to augment COVID-19 public health surveillance in Montgomery County, Maryland, From March to June 2020. JMIR Public Health Surveill. 2020;6(3):e22331. doi:10.2196/22331.
  • Friedman J, Calderón-Villarreal A, Bojorquez I, Hernández CV, Schriger DL, Hirashima ET. Excess out-of-hospital mortality and declining oxygen saturation: the sentinel role of emergency medical services data in the COVID-19 crisis in Tijuana, Mexico. Ann Emerg Med. 2020;76(4):413–26.
  • Weekly Influenza & Respiratory Illness Activity Report. 2020, April 4. [accessed 2020 Sep 14]. https://www.health.state.mn.us/diseases/flu/stats/flustats14.pdf.
  • Situation Update for COVID-19. 2020, September 08. [accessed 2020 Sep 08]. https://www.health.state.mn.us/diseases/coronavirus/situation.html.

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