Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them
Introduction. Currently, a significant number of patients with COVID-19 require inpatient treatment. At the same time, predictors of hospitalization are still stable, including in persons with concomitant pathology. Aim. Assessment of factors affecting the probability of hospitalization of COVID-...
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| Format: | Article |
| Language: | Russian |
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"Consilium Medicum" Publishing house
2022-01-01
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| Series: | Терапевтический архив |
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| Online Access: | https://ter-arkhiv.ru/0040-3660/article/viewFile/104759/79175 |
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| author | Irina A. Lizinfeld Natalia Yu. Pshenichcnaya Liubov E. Parolina Grigorii Yu. Zhuravlev Viktor V. Maleev Vasiliy G. Akimkin |
| author_facet | Irina A. Lizinfeld Natalia Yu. Pshenichcnaya Liubov E. Parolina Grigorii Yu. Zhuravlev Viktor V. Maleev Vasiliy G. Akimkin |
| author_sort | Irina A. Lizinfeld |
| collection | DOAJ |
| description | Introduction. Currently, a significant number of patients with COVID-19 require inpatient treatment. At the same time, predictors of hospitalization are still stable, including in persons with concomitant pathology.
Aim. Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and the development of a prognostic model based on them.
Materials and methods. An observational retrospective cohort study of 74 314 patients with COVID-19 with various comorbidities was carried out in the period from March to November 2020 in the Russian Federation.
Results. Based on 16 factors, including age, gender, place of diagnosis, fever, rhinitis, loss of taste, shortness of breath, concomitant diseases of the cardiovascular, bronchopulmonary system, oncological, endocrine diseases in patients included in the study, a prognostic model was developed. The need for inpatient treatment of patients with COVID-19 and comorbidities was determined.
Conclusion. The constructed predictive model has demonstrated sufficient efficiency to assess the likelihood of hospitalization of patients with COVID-19 by medical specialists. |
| first_indexed | 2024-12-22T20:40:56Z |
| format | Article |
| id | doaj.art-7e354860f68e400ba9667d0c742b1fc7 |
| institution | Directory Open Access Journal |
| issn | 0040-3660 2309-5342 |
| language | Russian |
| last_indexed | 2024-12-22T20:40:56Z |
| publishDate | 2022-01-01 |
| publisher | "Consilium Medicum" Publishing house |
| record_format | Article |
| series | Терапевтический архив |
| spelling | doaj.art-7e354860f68e400ba9667d0c742b1fc72022-12-21T18:13:20Zrus"Consilium Medicum" Publishing houseТерапевтический архив0040-36602309-53422022-01-01941576310.26442/00403660.2022.01.20132378046Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on themIrina A. Lizinfeld0https://orcid.org/0000-0002-8114-1002Natalia Yu. Pshenichcnaya1https://orcid.org/0000-0003-2570-711XLiubov E. Parolina2https://orcid.org/0000-0003-4365-5894Grigorii Yu. Zhuravlev3https://orcid.org/0000-0003-2467-7000Viktor V. Maleev4https://orcid.org/0000-0001-5748-178XVasiliy G. Akimkin5https://orcid.org/0000-0003-4228-9044National Medical Research Center of Phthisiopulmonology and Infectious DiseasesCentral Research Institute of EpidemiologyNational Medical Research Center of Phthisiopulmonology and Infectious DiseasesCentral Research Institute of EpidemiologyCentral Research Institute of EpidemiologyCentral Research Institute of EpidemiologyIntroduction. Currently, a significant number of patients with COVID-19 require inpatient treatment. At the same time, predictors of hospitalization are still stable, including in persons with concomitant pathology. Aim. Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and the development of a prognostic model based on them. Materials and methods. An observational retrospective cohort study of 74 314 patients with COVID-19 with various comorbidities was carried out in the period from March to November 2020 in the Russian Federation. Results. Based on 16 factors, including age, gender, place of diagnosis, fever, rhinitis, loss of taste, shortness of breath, concomitant diseases of the cardiovascular, bronchopulmonary system, oncological, endocrine diseases in patients included in the study, a prognostic model was developed. The need for inpatient treatment of patients with COVID-19 and comorbidities was determined. Conclusion. The constructed predictive model has demonstrated sufficient efficiency to assess the likelihood of hospitalization of patients with COVID-19 by medical specialists.https://ter-arkhiv.ru/0040-3660/article/viewFile/104759/79175coronaviruscovid-19hospitalizationcomorbiditieshospitalization factorsprognosis |
| spellingShingle | Irina A. Lizinfeld Natalia Yu. Pshenichcnaya Liubov E. Parolina Grigorii Yu. Zhuravlev Viktor V. Maleev Vasiliy G. Akimkin Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them Терапевтический архив coronavirus covid-19 hospitalization comorbidities hospitalization factors prognosis |
| title | Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them |
| title_full | Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them |
| title_fullStr | Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them |
| title_full_unstemmed | Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them |
| title_short | Assessment of factors affecting the probability of hospitalization of COVID-19 patients with concomitant pathology and development of a prognostic model based on them |
| title_sort | assessment of factors affecting the probability of hospitalization of covid 19 patients with concomitant pathology and development of a prognostic model based on them |
| topic | coronavirus covid-19 hospitalization comorbidities hospitalization factors prognosis |
| url | https://ter-arkhiv.ru/0040-3660/article/viewFile/104759/79175 |
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