Cargando…

Spatiotemporal evolution of COVID-19 in Portugal’s Mainland with self-organizing maps

BACKGROUND: Self-Organizing Maps (SOM) are an unsupervised learning clustering and dimensionality reduction algorithm capable of mapping an initial complex high-dimensional data set into a low-dimensional domain, such as a two-dimensional grid of neurons. In the reduced space, the original complex p...

Descripción completa

Detalles Bibliográficos
Autores principales:	Duarte, Igor, Ribeiro, Manuel C., Pereira, Maria João, Leite, Pedro Pinto, Peralta-Santos, André, Azevedo, Leonardo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9884330/ https://www.ncbi.nlm.nih.gov/pubmed/36710328 http://dx.doi.org/10.1186/s12942-022-00322-3

Ejemplares similares

Geostatistical COVID-19 infection risk maps for Portugal
por: Azevedo, Leonardo, et al.
Publicado: (2020)

Flora-On: Occurrence data of the vascular flora of mainland Portugal
por: Pereira, Ana Júlia, et al.
Publicado: (2016)

Species conservation profiles of spiders (Araneae) endemic to mainland Portugal
por: Branco, Vasco Veiga, et al.
Publicado: (2019)

Measuring Health Vulnerability: An Interdisciplinary Indicator Applied to Mainland Portugal
por: Oliveira, Gisela M., et al.
Publicado: (2019)

Mapping Risk of Malaria Transmission in Mainland Portugal Using a Mathematical Modelling Approach
por: Gomes, Eduardo, et al.
Publicado: (2016)

Value chain organization models of Taiwanese electronic information enterprises in Mainland China and their spatiotemporal evolution processes
por: Siyue, Chen, et al.
Publicado: (2021)

mRNA vaccine effectiveness against COVID-19-related hospitalisations and deaths in older adults: a cohort study based on data linkage of national health registries in Portugal, February to August 2021
por: Nunes, Baltazar, et al.
Publicado: (2021)

Spatiotemporal Evolution and Drivers of Total Health Expenditure across Mainland China in Recent Years
por: Li, Junming, et al.
Publicado: (2022)

Tuberculosis incidence in Portugal: spatiotemporal clustering
por: Nunes, Carla
Publicado: (2007)

First Report of 13 Species of Culicoides (Diptera: Ceratopogonidae) in Mainland Portugal and Azores by Morphological and Molecular Characterization
por: Ramilo, David W., et al.
Publicado: (2012)

Measuring the impact of COVID-19 vaccination and immunity waning: A modelling study for Portugal
por: Caetano, Constantino, et al.
Publicado: (2022)

Spatiotemporal patterns of population in mainland China, 1990 to 2010
por: Gaughan, Andrea E., et al.
Publicado: (2016)

Prevalence of asymptomatic Leishmania infection and knowledge, perceptions, and practices in blood donors in mainland Portugal
por: Rocha, Rafael, et al.
Publicado: (2023)

Analysis of Spatiotemporal Characteristics of Pandemic SARS Spread in Mainland China
por: Cao, Chunxiang, et al.
Publicado: (2016)

Geographical distribution of Culicoides (DIPTERA: CERATOPOGONIDAE) in mainland Portugal: Presence/absence modelling of vector and potential vector species
por: Ramilo, David W., et al.
Publicado: (2017)

Delayed diagnosis of active pulmonary tuberculosis - potential risk factors for patient and healthcare delays in Portugal
por: Santos, João Almeida, et al.
Publicado: (2021)

Task Force for a rapid response to an outbreak of severe acute hepatitis of unknown aetiology in children in Portugal in 2022
por: Grau-Pujol, Berta, et al.
Publicado: (2023)

Geographical patterns of the incidence and mortality of colorectal cancer in mainland Portugal municipalities (2007–2011)
por: Roquette, R., et al.
Publicado: (2019)

Spatial and Temporal Distribution of Culicoides Species in Mainland Portugal (2005–2010). Results of the Portuguese Entomological Surveillance Programme
por: Ribeiro, Rita, et al.
Publicado: (2015)

Spatiotemporal Dynamics of Scrub Typhus Transmission in Mainland China, 2006-2014
por: Wu, Yi-Cheng, et al.
Publicado: (2016)

Comparison of spatiotemporal characteristics of the COVID-19 and SARS outbreaks in mainland China
por: Zhang, Xi, et al.
Publicado: (2020)

The spatiotemporal distribution of human brucellosis in mainland China from 2007-2016
por: Liang, Peifeng, et al.
Publicado: (2020)

Modeling the complete spatiotemporal spread of the COVID-19 epidemic in mainland China
por: Hu, Bisong, et al.
Publicado: (2021)

Spatiotemporal Distribution of Heatwave Hazards in the Chinese Mainland for the Period 1990–2019
por: Wu, Wei, et al.
Publicado: (2023)

Detection of Anaplasma phagocytophilum DNA in Ixodes Ticks (Acari: Ixodidae) from Madeira Island and Setúbal District, Mainland Portugal
por: Santos, Ana Sofia, et al.
Publicado: (2004)

Proximal humerus fractures: epidemiology and trends in surgical management of hospital-admitted patients in Portugal
por: Relvas Silva, Miguel, et al.
Publicado: (2022)

Point of care prehospital ultrasound in Basic Emergency Services in Portugal
por: Lobo, Manuel José Cruz Duarte, et al.
Publicado: (2022)

Genome-Scale Characterization of Mycobacterium abscessus Complex Isolates from Portugal
por: Carneiro, Sofia, et al.
Publicado: (2023)

More than just numbers: Suicide rates and the economic cycle in Portugal (1910–2013)
por: dos Santos, João Pereira, et al.
Publicado: (2016)

Spatiotemporal evolution of case fatality rates of COVID-19 in Brazil, 2020
por: de Souza, Carlos Dornels Freire, et al.
Publicado: (2020)

Genotypic and Phenotypic Characterization of Pathogenic Escherichia coli, Salmonella spp., and Campylobacter spp., in Free-Living Birds in Mainland Portugal
por: Batista, Rita, et al.
Publicado: (2022)

Impact of the COVID-19 pandemic on percutaneous coronary interventions in Portugal
por: Galvão Braga, Carlos, et al.
Publicado: (2023)

Evolution of inequalities in the coronavirus pandemics in Portugal: an ecological study
por: Alves, Joana, et al.
Publicado: (2021)

Sporotrichosis Caused by Sporothrix mexicana, Portugal
por: Dias, Nicolina Marques, et al.
Publicado: (2011)

LOCUS (LOng Covid–Understanding Symptoms, events and use of services in Portugal): A three-component study protocol
por: Dinis Teixeira, J. P., et al.
Publicado: (2023)

Comparative Effectiveness of COVID-19 Vaccines in Preventing Infections and Disease Progression from SARS-CoV-2 Omicron BA.5 and BA.2, Portugal
por: Kislaya, Irina, et al.
Publicado: (2023)

The Spatiotemporal Expansion of Human Rabies and Its Probable Explanation in Mainland China, 2004-2013
por: Yao, Hong-Wu, et al.
Publicado: (2015)

The scrub typhus in mainland China: spatiotemporal expansion and risk prediction underpinned by complex factors
por: Yao, Hongwu, et al.
Publicado: (2019)

Spatiotemporal Analysis of AIDS Incidence and Its Influencing Factors on the Chinese Mainland, 2005–2017
por: Wang, Yige, et al.
Publicado: (2021)

Spatiotemporal evolution of coronavirus disease 2019 mortality in Brazil in 2020
por: de Souza, Carlos Dornels Freire, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_l3n0etk1ti85o81hrqb3kovsak