Literature DB >> 32374886

icumonitoring.ch: a platform for short-term forecasting of intensive care unit occupancy during the COVID-19 epidemic in Switzerland.

Cheng Zhao1, Burcu Tepekule2, Nicola G Criscuolo1, Pedro D Wendel Garcia3, Matthias P Hilty3, Thierry Fumeaux4, Thomas Van Boeckel5.   

Abstract

In Switzerland, the COVID-19 epidemic is progressively slowing down owing to “social distancing” measures introduced by the Federal Council on 16 March 2020. However, the gradual ease of these measures may initiate a second epidemic wave, the length and intensity of which are difficult to anticipate. In this context, hospitals must prepare for a potential increase in intensive care unit (ICU) admissions of patients with acute respiratory distress syndrome. Here, we introduce icumonitoring.ch, a platform providing hospital-level projections for ICU occupancy. We combined current data on the number of beds and ventilators with canton-level projections of COVID-19 cases from two S-E-I-R models. We disaggregated epidemic projection in each hospital in Switzerland for the number of COVID-19 cases, hospitalisations, hospitalisations in ICU, and ventilators in use. The platform is updated every 3-4 days and can incorporate projections from other modelling teams to inform decision makers with a range of epidemic scenarios for future hospital occupancy.

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Year:  2020        PMID: 32374886     DOI: 10.4414/smw.2020.20277

Source DB:  PubMed          Journal:  Swiss Med Wkly        ISSN: 0036-7672            Impact factor:   2.193


  13 in total

1.  Dynamics of disease characteristics and clinical management of critically ill COVID-19 patients over the time course of the pandemic: an analysis of the prospective, international, multicentre RISC-19-ICU registry.

Authors:  Pedro David Wendel-Garcia; André Moser; Yok-Ai Que; Matthias Peter Hilty; Marie-Madlen Jeitziner; Hernán Aguirre-Bermeo; Pedro Arias-Sanchez; Janina Apolo; Ferran Roche-Campo; Diego Franch-Llasat; Gian-Reto Kleger; Claudia Schrag; Urs Pietsch; Miodrag Filipovic; Sascha David; Klaus Stahl; Souad Bouaoud; Amel Ouyahia; Patricia Fodor; Pascal Locher; Martin Siegemund; Nuria Zellweger; Sara Cereghetti; Peter Schott; Gianfilippo Gangitano; Maddalena Alessandra Wu; Mario Alfaro-Farias; Gerardo Vizmanos-Lamotte; Hatem Ksouri; Nadine Gehring; Emanuele Rezoagli; Fabrizio Turrini; Herminia Lozano-Gómez; Andrea Carsetti; Raquel Rodríguez-García; Bernd Yuen; Anja Baltussen Weber; Pedro Castro; Jesus Oscar Escos-Orta; Alexander Dullenkopf; Maria C Martín-Delgado; Theodoros Aslanidis; Marie-Helene Perez; Frank Hillgaertner; Samuele Ceruti; Marilene Franchitti Laurent; Julien Marrel; Riccardo Colombo; Marcus Laube; Alberto Fogagnolo; Michael Studhalter; Tobias Wengenmayer; Emiliano Gamberini; Christian Buerkle; Philipp K Buehler; Stefanie Keiser; Muhammed Elhadi; Jonathan Montomoli; Philippe Guerci; Thierry Fumeaux; Reto A Schuepbach; Stephan M Jakob
Journal:  Crit Care       Date:  2022-07-04       Impact factor: 19.334

Review 2.  Associations between the COVID-19 Pandemic and Hospital Infrastructure Adaptation and Planning-A Scoping Review.

Authors:  Costase Ndayishimiye; Christoph Sowada; Patrycja Dyjach; Agnieszka Stasiak; John Middleton; Henrique Lopes; Katarzyna Dubas-Jakóbczyk
Journal:  Int J Environ Res Public Health       Date:  2022-07-04       Impact factor: 4.614

Review 3.  A review on COVID-19 forecasting models.

Authors:  Iman Rahimi; Fang Chen; Amir H Gandomi
Journal:  Neural Comput Appl       Date:  2021-02-04       Impact factor: 5.102

4.  Modeling COVID-19 hospital admissions and occupancy in the Netherlands.

Authors:  René Bekker; Michiel Uit Het Broek; Ger Koole
Journal:  Eur J Oper Res       Date:  2022-01-05       Impact factor: 6.363

5.  Impact of vaccination and non-pharmaceutical interventions on SARS-CoV-2 dynamics in Switzerland.

Authors:  Andrew J Shattock; Epke A Le Rutte; Robert P Dünner; Swapnoleena Sen; Sherrie L Kelly; Nakul Chitnis; Melissa A Penny
Journal:  Epidemics       Date:  2021-12-14       Impact factor: 4.396

6.  Control Centre for Intensive Care as a Tool for Effective Coordination, Real-Time Monitoring, and Strategic Planning During the COVID-19 Pandemic.

Authors:  Martin Komenda; Vladimír Černý; Petr Šnajdárek; Matěj Karolyi; Miloš Hejný; Petr Panoška; Jiří Jarkovský; Jakub Gregor; Vojtěch Bulhart; Lenka Šnajdrová; Ondřej Májek; Tomáš Vymazal; Jan Blatný; Ladislav Dušek
Journal:  J Med Internet Res       Date:  2022-02-16       Impact factor: 5.428

7.  A hybrid Neural Network-SEIR model for forecasting intensive care occupancy in Switzerland during COVID-19 epidemics.

Authors:  Riccardo Delli Compagni; Zhao Cheng; Stefania Russo; Thomas P Van Boeckel
Journal:  PLoS One       Date:  2022-03-03       Impact factor: 3.240

8.  European countries' responses in ensuring sufficient physical infrastructure and workforce capacity during the first COVID-19 wave.

Authors:  Juliane Winkelmann; Erin Webb; Gemma A Williams; Cristina Hernández-Quevedo; Claudia B Maier; Dimitra Panteli
Journal:  Health Policy       Date:  2021-07-09       Impact factor: 3.255

9.  Modeling the transmission dynamics of COVID-19 epidemic: a systematic review.

Authors:  Jinxing Guan; Yongyue Wei; Yang Zhao; Feng Chen
Journal:  J Biomed Res       Date:  2020-10-30

Review 10.  A consideration of convalescent plasma and plasma derivatives in the care of Severely-ill patients with COVID-19.

Authors:  Thomas Lung; Michel D Kazatchkine; Lorenz Risch; Martin Risch; Urs E Nydegger
Journal:  Transfus Apher Sci       Date:  2020-09-05       Impact factor: 1.764

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