Cargando…

Extending outbreak investigation with machine learning and graph theory: Benefits of new tools with application to a nosocomial outbreak of a multidrug-resistant organism

OBJECTIVE: From January 1, 2018, until July 31, 2020, our hospital network experienced an outbreak of vancomycin-resistant enterococci (VRE). The goal of our study was to improve existing processes by applying machine-learning and graph-theoretical methods to a nosocomial outbreak investigation. MET...

Descripción completa

Detalles Bibliográficos
Autores principales:	Atkinson, Andrew, Ellenberger, Benjamin, Piezzi, Vanja, Kaspar, Tanja, Salazar-Vizcaya, Luisa, Endrich, Olga, Leichtle, Alexander B., Marschall, Jonas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Cambridge University Press 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929710/ https://www.ncbi.nlm.nih.gov/pubmed/36111457 http://dx.doi.org/10.1017/ice.2022.66

Ejemplares similares

795. A Bayesian Spatial-temporal Modelling Approach for Prevalence Estimation of a VRE Outbreak in a Tertiary Care Hospital
por: Atkinson, Andrew, et al.
Publicado: (2021)

Nosocomial outbreak of vancomycin-resistant Enterococcus faecium (VRE) ST796, Switzerland, 2017 to 2020
por: Piezzi, Vanja, et al.
Publicado: (2022)

2457. Data Science for Outbreak Investigation: Identifying Risk Factors, Tracing Contacts, and Eliciting Transmission Pathways in a Vancomycin-Resistant Enterococci (VRE) Outbreak
por: Zahnd, Stefan, et al.
Publicado: (2019)

Systematic review of healthcare-associated Burkholderia cepacia complex outbreaks: presentation, causes and outbreak control
por: Häfliger, Emmanuel, et al.
Publicado: (2020)

Worldwide Outbreak Database: the largest collection of nosocomial outbreaks
por: Vonberg, R.-P., et al.
Publicado: (2010)

Genome Sequences of Multidrug-Resistant Acinetobacter baumannii Strains from Nosocomial Outbreaks in Japan
por: Suzuki, Masato, et al.
Publicado: (2013)

Nosocomial necrotising enterocolitis outbreaks: epidemiology and control measures
por: Boccia, Delia, et al.
Publicado: (2001)

Increasing proportion of vancomycin-resistance among enterococcal bacteraemias in Switzerland: a 6-year nation-wide surveillance, 2013 to 2018
por: Piezzi, Vanja, et al.
Publicado: (2020)

Electronic Outbreak Surveillance in Germany: A First Evaluation for Nosocomial Norovirus Outbreaks
por: Hauri, Anja M., et al.
Publicado: (2011)

Late Recognition of SARS in Nosocomial Outbreak, Toronto
por: Wong, Thomas, et al.
Publicado: (2005)

Outbreak of Nosocomial Infection from an Unusual Source
por: Rajachandran, Karthikkeyan, et al.
Publicado: (2022)

Nosocomial Outbreak of Crimean-Congo Hemorrhagic Fever, Sudan
por: Aradaib, Imadeldin E., et al.
Publicado: (2010)

Nosocomial Outbreaks Caused by Leuconostoc mesenteroides subsp. mesenteroides
por: Bou, Germán, et al.
Publicado: (2008)

Nosocomial Outbreak of Novel Arenavirus Infection, Southern Africa
por: Paweska, Janusz T., et al.
Publicado: (2009)

Cost-Analysis of Seven Nosocomial Outbreaks in an Academic Hospital
por: Dik, Jan-Willem H., et al.
Publicado: (2016)

Determinants of the Final Size and Case Rate of Nosocomial Outbreaks
por: Hurford, Amy, et al.
Publicado: (2015)

Nosocomial outbreak of COVID-19 pneumonia in Wuhan, China
por: Wang, Xiaorong, et al.
Publicado: (2020)

Nosocomial Outbreak of COVID-19 in a Hematologic Ward
por: Jung, Jiwon, et al.
Publicado: (2021)

Agrobacterium spp. nosocomial outbreak assessment using rapid MALDI-TOF MS based typing, confirmed by whole genome sequencing
por: Casanova, Carlo, et al.
Publicado: (2019)

Nosocomial Outbreak of Carbapenem-Resistant Acinetobacter baumannii in Intensive Care Units and Successful Outbreak Control Program
por: Choi, Won Suk, et al.
Publicado: (2010)

Outbreak report: a nosocomial outbreak of vancomycin resistant enterococci in a solid organ transplant unit
por: Kreidl, Peter, et al.
Publicado: (2018)

Worldwide survey of Corynebacterium striatum increasingly associated with human invasive infections, nosocomial outbreak, and antimicrobial multidrug-resistance, 1976–2020
por: Silva-Santana, Giorgio, et al.
Publicado: (2021)

Biofilm production by multiresistant Corynebacterium striatum associated with nosocomial outbreak
por: de Souza, Cassius, et al.
Publicado: (2015)

A Nosocomial Outbreak of Human Monkeypox in the Central African Republic
por: Nakoune, Emmanuel, et al.
Publicado: (2017)

A nosocomial measles outbreak in Italy, February-April 2017
por: Porretta, Andrea, et al.
Publicado: (2017)

Nosocomial infections in psychiatric hospitals during the COVID-19 outbreak
por: Ji, Haifeng, et al.
Publicado: (2020)

Clinical Outcome and Prognosis of a Nosocomial Outbreak of COVID-19
por: Kim, Sang Hyuk, et al.
Publicado: (2023)

Nosocomial outbreaks of aseptic meningitis: A public health concern
por: Suresh, Vinay, et al.
Publicado: (2023)

Explosive nosocomial outbreak of SARS-CoV-2 in a rehabilitation clinic: the limits of genomics for outbreak reconstruction
por: Abbas, M., et al.
Publicado: (2021)

Outbreak of nosocomial infection/colonisation caused by Stenotrophomonas maltophilia with mucoid phenotype
por: Palabiyikoglu, I, et al.
Publicado: (1999)

The first nosocomial outbreak of methicillin-resistant Staphylococcus aureus in horses in Sweden
por: Bergström, Karin, et al.
Publicado: (2012)

Nipah Virus Infection Outbreak with Nosocomial and Corpse-to-Human Transmission, Bangladesh
por: Sazzad, Hossain M.S., et al.
Publicado: (2013)

Nosocomial Outbreak of Parechovirus 3 Infection among Newborns, Austria, 2014
por: Strenger, Volker, et al.
Publicado: (2016)

360 Surveillance for Carbapenemase-Producing Bacteria in the Wake of a Nosocomial Outbreak
por: Odom, Robin T., et al.
Publicado: (2014)

Outbreak of HIV Infection Linked to Nosocomial Transmission, China, 2016–2017
por: Pan, Xiaohong, et al.
Publicado: (2018)

Control of a Nosocomial Outbreak of COVID-19 in a University Hospital
por: Harada, Sei, et al.
Publicado: (2020)

Enterovirus D68 nosocomial outbreak in elderly people, France, 2014
por: Bal, A., et al.
Publicado: (2015)

PathoSPOT genomic epidemiology reveals under-the-radar nosocomial outbreaks
por: Berbel Caban, Ana, et al.
Publicado: (2020)

Nosocomial Outbreak by Delta Variant From a Fully Vaccinated Patient
por: Jung, Jiwon, et al.
Publicado: (2022)

An outbreak of nosocomial infection of neonatal aseptic meningitis caused by echovirus 18
por: Xi, Hongmin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_57kpdgo35hd5br5u12r9ibdigj