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Nowcasting (Short-T...
Nowcasting (Short-Term Forecasting) of COVID-19 Hospitalizations Using Syndromic Healthcare Data, Sweden, 2020
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- Spreco, Armin (author)
- Linköpings universitet,Linköping University,Avdelningen för samhälle och hälsa,Medicinska fakulteten,Region Östergötland, Enheten för folkhälsa
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- Jöud, Anna (author)
- Lund University,Lunds universitet,Avdelningen för arbets- och miljömedicin,Institutionen för laboratoriemedicin,Medicinska fakulteten,Epidemiologi,Forskargrupper vid Lunds universitet,Division of Occupational and Environmental Medicine, Lund University,Department of Laboratory Medicine,Faculty of Medicine,Epidemiology,Lund University Research Groups,Skåne University Hospital,Lund Univ, Sweden; Skane Univ Hosp, Sweden
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- Eriksson, Olle (author)
- Linköpings universitet,Linköping University,Avdelningen för samhälle och hälsa,Medicinska fakulteten
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- Soltesz, Kristian (author)
- Lund University,Lunds universitet,Institutionen för reglerteknik,Institutioner vid LTH,Lunds Tekniska Högskola,Hjärt- och lungtransplantation,Forskargrupper vid Lunds universitet,Department of Automatic Control,Departments at LTH,Faculty of Engineering, LTH,Heart and Lung transplantation,Lund University Research Groups,Lund Univ, Sweden
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- Källström, Reidar (author)
- Linköpings universitet,Linköping University,Avdelningen för kirurgi, ortopedi och onkologi,Medicinska fakulteten,Region Östergötland, Ortopedkliniken i Linköping
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- Dahlström, Örjan (author)
- Linköpings universitet,Linköping University,Psykologi,Filosofiska fakulteten
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- Eriksson, Henrik, 1963- (author)
- Linköpings universitet,Linköping University,Interaktiva och kognitiva system,Tekniska fakulteten
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- Ekberg, Joakim (author)
- Linköpings universitet,Linköping University,Avdelningen för samhälle och hälsa,Medicinska fakulteten,Region Östergötland, Övr Regionledningskontoret
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- Jonson, Carl-Oscar (author)
- Linköpings universitet,Linköping University,Avdelningen för kirurgi, ortopedi och onkologi,Medicinska fakulteten,Region Östergötland, Katastrofmedicinskt centrum
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- Fraenkel, Carl Johan (author)
- Skånes universitetssjukhus (SUS),Skåne University Hospital,Skane Univ Hosp, Sweden
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- Lundh, Torbjörn, 1965 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för matematiska vetenskaper,Department of Mathematical Sciences,University of Gothenburg,Chalmers tekniska högskola,Chalmers University of Technology,Chalmers Univ Technol, Sweden; Gothenburg Univ, Sweden
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- Gerlee, Philip, 1980 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för matematiska vetenskaper,Department of Mathematical Sciences,Chalmers tekniska högskola,Chalmers University of Technology,University of Gothenburg,Gothenburg Univ, Sweden
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- Gustafsson, Fredrik, 1964- (author)
- Linköpings universitet,Linköping University,Reglerteknik,Tekniska fakulteten
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- Timpka, Toomas (author)
- Linköpings universitet,Linköping University,Avdelningen för samhälle och hälsa,Medicinska fakulteten,Region Östergötland, Enheten för folkhälsa
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(creator_code:org_t)
- Centers for Disease Control and Prevention (CDC), 2022
- 2022
- English.
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In: Emerging Infectious Diseases. - : Centers for Disease Control and Prevention (CDC). - 1080-6040 .- 1080-6059. ; 28:3, s. 564-571
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https://doi.org/10.3...
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Abstract
Subject headings
Close
- We report on local nowcasting (short-term forecasting) of coronavirus disease (COVID-19) hospitalizations based on syndromic (symptom) data recorded in regular healthcare routines in Östergötland County (population ≈465,000), Sweden, early in the pandemic, when broad laboratory testing was unavailable. Daily nowcasts were supplied to the local healthcare management based on analyses of the time lag between telenursing calls with the chief complaints (cough by adult or fever by adult) and COVID-19 hospitalization. The complaint cough by adult showed satisfactory performance (Pearson correlation coefficient r>0.80; mean absolute percentage error <20%) in nowcasting the incidence of daily COVID-19 hospitalizations 14 days in advance until the incidence decreased to <1.5/100,000 population, whereas the corresponding performance for fever by adult was unsatisfactory. Our results support local nowcasting of hospitalizations on the basis of symptom data recorded in routine healthcare during the initial stage of a pandemic. © 2022 Centers for Disease Control and Prevention (CDC). All rights reserved.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Public Health, Global Health, Social Medicine and Epidemiology (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Geriatrik (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Geriatrics (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Hälso- och sjukvårdsorganisation, hälsopolitik och hälsoekonomi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Health Care Service and Management, Health Policy and Services and Health Economy (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Annan hälsovetenskap (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Other Health Sciences (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Allmänmedicin (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- General Practice (hsv//eng)
Keyword
- adult
- epidemiology
- forecasting
- health care delivery
- hospitalization
- human
- Sweden
- COVID-19
- Delivery of Health Care
- Humans
- SARS-CoV-2
Publication and Content Type
- ref (subject category)
- art (subject category)
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To the university's database
- By the author/editor
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Spreco, Armin
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Jöud, Anna
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Eriksson, Olle
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Soltesz, Kristia ...
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Källström, Reida ...
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Dahlström, Örjan
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show more...
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Eriksson, Henrik ...
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Ekberg, Joakim
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Jonson, Carl-Osc ...
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Fraenkel, Carl J ...
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Lundh, Torbjörn, ...
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Gerlee, Philip, ...
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Gustafsson, Fred ...
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Timpka, Toomas
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- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Health Sciences
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and Public Health Gl ...
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and Geriatrics
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Health Sciences
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and Health Care Serv ...
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Health Sciences
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and Other Health Sci ...
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and General Practice
- Articles in the publication
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Emerging Infecti ...
- By the university
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University of Gothenburg
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Chalmers University of Technology
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Lund University
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Linköping University