2,455 research outputs found

    Classification of P300 component using a riemannian ensemble approach

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    We present a framework for P300 ERP classification on the 2019 IFMBE competition dataset using a combination of a Riemannian geometry and ensemble learning. Covariance matrices and ERP prototypes are extracted after the EEG is passed through a filter bank and an ensemble of LDA classifiers is trained on subsets of channels, trials, and frequencies. The model selects a final class based on maximum probability of evidence from all ensembles. Our pipeline achieves an average classification accuracy of 81.2% on the test set

    Alternative transmission routes in the malaria elimination era: an overview of transfusion-transmitted malaria in the Americas

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    Submitted by Janaína Nascimento ([email protected]) on 2019-02-21T11:59:00Z No. of bitstreams: 1 ve_Alho_Regina_etal_INI_2017.pdf: 1190158 bytes, checksum: 8937322faefa31c89eb1bbd2f7d134a3 (MD5)Approved for entry into archive by Janaína Nascimento ([email protected]) on 2019-02-25T11:34:33Z (GMT) No. of bitstreams: 1 ve_Alho_Regina_etal_INI_2017.pdf: 1190158 bytes, checksum: 8937322faefa31c89eb1bbd2f7d134a3 (MD5)Made available in DSpace on 2019-02-25T11:34:33Z (GMT). No. of bitstreams: 1 ve_Alho_Regina_etal_INI_2017.pdf: 1190158 bytes, checksum: 8937322faefa31c89eb1bbd2f7d134a3 (MD5) Previous issue date: 2017Universidade do Estado do Amazonas. Manaus, AM, Brasil / Fundação de Hematologia e Hemoterapia do Amazonas. Manaus, AM, Brasil.Fundação de Medicina Tropical Dr. Heitor Vieira Dourado. Manaus, AM, Brasil.Universidade do Estado do Amazonas. Manaus, AM, Brasil / Fundação de Medicina Tropical Dr. Heitor Vieira Dourado. Manaus, AM, Brasil.Fundação de Hematologia e Hemoterapia do Amazonas. Manaus, AM, Brasil.Universidade do Estado do Amazonas. Manaus, AM, Brasil.Universidade do Estado do Amazonas. Manaus, AM, Brasil / Fundação de Medicina Tropical Dr. Heitor Vieira Dourado. Manaus, AM, Brasil.Sem afiliação.Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Rio de Janeiro, RJ, Brasil / Fundação Oswaldo Cruz. Instituto de Pesquisas Leônidas e Maria Deane. Manaus, AM, Brasil.Universidade do Estado do Amazonas. Manaus, AM, Brasil / Fundação de Medicina Tropical Dr. Heitor Vieira Dourado. Manaus, AM, Brasil.Universidade do Estado do Amazonas. Manaus, AM, Brasil / Fundação de Medicina Tropical Dr. Heitor Vieira Dourado. Manaus, AM, Brasil / Fundação Oswaldo Cruz. Instituto de Pesquisas Leônidas e Maria Deane. Manaus, AM, Brasil.Background: Transfusion-transmitted (TT) malaria is an alternative infection route that has gained little attention from authorities, despite representing a life-threatening condition. There has been no systematic review of this health problem in American countries. The aim of this study was to describe the clinical and epidemiological characteristics of TT malaria in the Americas and identify factors associated with lethality based on the studies published in the literature. Methods: Potentially relevant papers in all languages were retrieved from MEDLINE and LILACS. Additional articles were obtained from reviews and original papers. Publications on screening of candidate blood donors and on surveillance of TT malaria cases were included. Odds ratios with respective 95% confidence intervals (95% CI) were calculated. Epidemiological characteristics of blood donors of TT malaria cases, including a pooled positivity of different tests for malaria diagnosis, were retrieved. Results: A total of 63 publications regarding TT malaria from seven countries were included, from 1971 to 2016. A total of 422 cases of TT malaria were recorded. Most TT malaria cases were in females (62.0%) and 39.5% were in the ≥61 years-old age group. About half of all cases were from Mexico (50.7%), 40.3% from the United States of America (USA) and 6.6% from Brazil. Gyneco-obstetrical conditions (67.3%), surgical procedures (20.6%) and complications from neoplasias (6.1%) were the most common indications of transfusion. Packed red blood cells (RBCs) (50.7%) and whole blood (43.3%) were the blood products mostly associated with TT malaria. Cases were mostly caused by Plasmodium malariae (58.4%), followed by Plasmodium vivax (20.7%) and Plasmodium falciparum (17.9%). A total of 66.6% of cases were diagnosed by microscopy. Incubation period of 2–3 weeks was the most commonly observed (28.6%). Lethality was seen in 5.3% of cases and was associated with living in non-endemic countries, P. falciparum infection and concomitant neoplastic diseases. Conclusion: There is an important research and knowledge gap regarding the TT malaria burden in Latin American countries where malaria remains endemic. No screening method that is practical, affordable and suitably sensitive is available at blood banks in Latin American countries, where infections with low parasitaemia contribute greatly to transmission. Lethality from TT malaria was not negligible. TT malaria needs to be acknowledged and addressed in areas moving toward elimination

    Riscos coletivos e impacto do uso de agrotóxicos sobre a saúde humana e ambiental: um estudo piloto de saúde ocupacional

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    Este artigo mostra os resultados obtidos em um projeto de avaliação do impacto do uso de agrotóxicos sobre uma comunidade agrícola do cstado do Rio dc Janciro ativamcntc cnvolvida com o uso dc pcsticidas. A abordagem utilizada foi de avaliaçào de riscos ocupacionais e coletivos. já que além do grupo de trabalhadores ocupacionalmente cxpostos aos agrotóxicos. também foi avaliado um grupo de crianças ejovens da comunidade. alguns dos quais também trabalhadores rurais. Os resultados obtidos demonstram claramente que ocorre superexposição aos pesticidas utilizados. evidenciando agravos nào só à saúde das populações expostas. mas também ao meio ambiente

    Cross preferences and genetic diversity of Psidium interspecific hybrids through morphoagronomic traits and resistance to Meloidogyne enterolobii

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    Abstract The introgression of M. enterolobii resistance-related genes in guava breeding programs can be compromised by incompatibility among Psidium species. This study aimed to evaluate the female parent preference and genetic diversity of Psidium interspecific hybrids using morphoagronomic traits and resistance to M. enterolobii. There were evaluated cross successes and germination from crosses between accesses of P. cattleyanum, P. guineense and P. guajava and the genetic diversity by Ward-MLM method of hybrids according to descriptors developed for the genus. Crosses were more successful when P. cattleyanum was the female parent. Germination was more successful in crosses involving P. cattleyanum and P. guajava. Four groups were formed. The group IV clustered the most resistant genotypes, composed by genotypes of P. cattleyanum x P. guineense, while the group II was the most susceptible. The groups I and III grouped some genotypes of P. cattleyanum x P. guajava with low levels of susceptibility. There are preferences of female parent species among crosses. Some individuals of groups I and III can be used as source of resistance genes for the breeding program, due the presence of favorable alleles inherited from guava parent. The high susceptibility leads to reduction in root development

    Os custos da aterosclerose em Portugal

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    Copyright © 2020 Sociedade Portuguesa de Cardiologia. Published by Elsevier España, S.L.U. All rights reserved.© 2020 Sociedade Portuguesa de Cardiologia. Published by Elsevier Espa ̃na, S.L.U. This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).Introduction and objectives: Cardiovascular disease is the leading cause of death in Portugal and atherosclerosis is the most common underlying pathophysiological process. The aim of this study was to quantify the economic impact of atherosclerosis in Portugal by estimating disease-related costs. Methods: Costs were estimated based on a prevalence approach and following a societal perspective. Three national epidemiological sources were used to estimate the prevalence of the main clinical manifestations of atherosclerosis. The annual costs of atherosclerosis included both direct costs (resource consumption) and indirect costs (impact on population productivity). These costs were estimated for 2016, based on data from the Hospital Morbidity Database, the health care database (SIARS) of the Regional Health Administration of Lisbon and Tagus Valley including real-world data from primary care, the 2014 National Health Interview Survey, and expert opinion. Results: The total cost of atherosclerosis in 2016 reached 1.9 billion euros (58% and 42% of which was direct and indirect costs, respectively). Most of the direct costs were associated with primary care (55%), followed by hospital outpatient care (27%) and hospitalizations (18%). Indirect costs were mainly driven by early exit from the labor force (91%). Conclusions: Atherosclerosis has a major economic impact, being responsible for health expenditure equivalent to 1% of Portuguese gross domestic product and 11% of current health expenditure in 2016.info:eu-repo/semantics/publishedVersio
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