Výsledky vyhledávání - "Evandro Manica"

Akademický článek

Apnea Recognition with Wavelet Neural Networks

Autor: Cristina Zaniol, Maria Cristina Varriale, Evandro Manica

Publikováno v: Trends in Computational and Applied Mathematics, Vol 19, Iss 2 (2018)

Apnea is a Sleep Disorder Syndrome characterized by an interruption or reduction of air flow for at least 10 seconds. Polysomnography is a test used to apnea diagnosis. Several signals, including Electrocardiogram (ECG), Electroencephalogram (EEG) an

Externí odkaz: https://doaj.org/article/72d63c04a6424c0a992dc09bc03be2a4

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P3‐400: A NOVEL METHOD FOR DEFINING INDIVIDUAL METABOLIC NETWORKS DERIVED FROM [18F]FDG PET DATA

Autor: Andreia Silva da Rocha, Eduardo R. Zimmer, Guilherme G. Schu Peixoto, Stephen F. Carter, Sarah Wehle Gehres, Yuri Elias Rodrigues, Zimmer Lab, Diogo O. Souza, Igor C. Fontana, Evandro Manica

Publikováno v: Alzheimer's & Dementia. 14

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e9c5b5ece2e19ebf678681b5500577dc
https://doi.org/10.1016/j.jalz.2018.06.1762

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Reconhecimento de Apneia através de Redes Neurais

Autor: Cristina Zaniol, Maria Cristina Varriale, Evandro Manica

Publikováno v: Proceeding Series of the Brazilian Society of Computational and Applied Mathematics.

A apneia e um disturbio do sono caracterizado pela interrupcao ou reducao do fluxo de ar por pelo menos 10 segundos, cuja severidade e dada pelo AHI (Apnea Hypopnea Index ). Em geral, o diagnostico da apneia e feita com base na Polissonografia, exame

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::aea38603d5384918fd59527d9a3337ee
https://doi.org/10.5540/03.2017.005.01.0061

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Wrappers Feature Selection in Alzheimer’s Biomarkers Using kNN and SMOTE Oversampling

Autor: Evandro Manica, Tharick A. Pascoal, Sulantha Mathotaarachchi, Yuri Elias Rodrigues, Pedro Rosa-Neto, Eduardo R. Zimmer

Publikováno v: TEMA (São Carlos) v.18 n.1 2017
TEMA (Sociedade Brasileira de Matemática Aplicada e Computacional. Online)
Sociedade Brasileira de Matemática Aplicada e Computacional
instacron:SBMAC
TEMA, Vol 18, Iss 1, Pp 15-34 (2017)
TEMA (São Carlos), Volume: 18, Issue: 1, Pages: 15-34, Published: APR 2017

Biomarkers are characteristics that are objectively measured and evaluated as an indicator of normal biological processes, pathogenic processes or pharmacological responses to a therapeutic intervention. The combination of different biomarker modalit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::87dab1cd3070fcb4be90a41426d1898a
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-84512017000100015

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Laplace Transform Method for 11C-PIB Two-Tissue Reversible Compartment Model with Image-Derived Arterial Input Function

Autor: Eduardo R. Zimmer, Evandro Manica, Jaderson Costa da Costa, Gianina Teribele Venturin, Samuel Greggio, Eliete Biasotto Hauser

Publikováno v: Proceedings of the XXXVIII Iberian Latin American Congress on Computational Methods in Engineering.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6e3502561d37c439a9b76fa555750446
https://doi.org/10.20906/cps/cilamce2017-1077

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P3‐059: Does Synthetic Data Oversampling in Feature Selection Improve the Classification Rate in Alzheimer's Disease?

Autor: Eduardo R. Zimmer, Evandro Manica, Eliete Biasotto Hauser, Pedro Rosa-Neto, Yuri Elias Rodrigues

Publikováno v: Alzheimer's & Dementia. 12

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f563fcf38b083e25710c05fb49c78f86
https://doi.org/10.1016/j.jalz.2016.06.1717

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Método dos K-Vizinhos mais Próximos aplicado ao dignóstico de Alzheimer

Autor: Pedro Rosa Neto, Evandro Manica, Yuri Elias Rodrigues, Tharick A. Pascoal, Eduardo Rigon Zimmer

Publikováno v: Proceeding Series of the Brazilian Society of Computational and Applied Mathematics.

Neste trabalho implementamos o metodo dos K-Vizinhos mais Proximos (kVP), um classificador de padroes que classifica um padrao desconhecido a partir das distâncias relativas a um conjunto de treino, juntamente com a tecnica SMOTE (Synthetic Minority

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::547680a2a28f39862950286a17b81817
https://doi.org/10.5540/03.2015.003.02.0093

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First return maps for the dynamics of synaptically coupled conditional bursters

Autor: Georgi S. Medvedev, Evandro Manica, Jonathan E. Rubin

Publikováno v: Biological cybernetics. 103(2)

The pre-Botzinger complex (preBotc) in the mammalian brainstem has an important role in generating respiratory rhythms. An influential differential equation model for the activity of individual neurons in the preBotc yields transitions from quiescenc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c0415f814e5a754d04bab681b31f5406
https://pubmed.ncbi.nlm.nih.gov/20614222

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Akademický článek

First return maps for the dynamics of synaptically coupled conditional bursters.

Autor: Manica, Evandro¹ evandro.manica@ufrgs.br, Medvedev, Georgi² medvedev@drexel.edu, Rubin, Jonathan³ rubin@math.pitt.edu

Publikováno v: Biological Cybernetics. Aug2010, Vol. 103 Issue 2, p87-104. 18p. 3 Diagrams, 2 Charts, 6 Graphs.

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