Automated Diagnosis of Canine Gastrointestinal Parasites Using Image Analysis

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (Unesp)-
Autor(es): dc.contributorUniversidade Estadual de Campinas (UNICAMP)-
Autor(es): dc.creatorInacio, Sandra Valeria [UNESP]-
Autor(es): dc.creatorGomes, Jancarlo Ferreira-
Autor(es): dc.creatorFalcao, Alexandre Xavier-
Autor(es): dc.creatorNagase Suzuki, Celso Tetsuo-
Autor(es): dc.creatorNagata, Walter Bertequini [UNESP]-
Autor(es): dc.creatorNery Loiola, Saulo Hudson-
Autor(es): dc.creatorSantos, Bianca Martins dos-
Autor(es): dc.creatorSoares, Felipe Augusto-
Autor(es): dc.creatorRosa, Stefani Laryssa-
Autor(es): dc.creatorBaptista, Carolina Beatriz [UNESP]-
Autor(es): dc.creatorAlves, Graziella Borges [UNESP]-
Autor(es): dc.creatorSaraiva Bresciani, Katia Denise [UNESP]-
Data de aceite: dc.date.accessioned2022-02-22T00:05:18Z-
Data de disponibilização: dc.date.available2022-02-22T00:05:18Z-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-01-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.3390/pathogens9020139-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/195246-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/195246-
Descrição: dc.descriptionBecause canine intestinal parasites are considered cosmopolitan, they carry significant zoonotic potential to public health. These etiological agents are routinely diagnosed using microscopic examination commonly used because of its low cost, simple execution, and direct evidence. However, there are reports in the literature on the poor performance of this test due to low to moderate sensitivity resulting from frequent errors, procedures and interpretation. Therefore, to improve the diagnostic efficiency of microscopic examination in veterinary medicine, we developed and evaluated a unique new protocol. This system was tested in a study involving four genera of highly prevalent canine intestinal parasites in an endemic region in Sao Paulo state, Brazil. Fecal samples from 104 animals were collected for this research. The new protocol had a significantly higher (p < 0.0001) number of positive cases on image data, including parasites and impurities, and was elaborate to test them with the TF-GII/Dog technique, with a moderate agreement and Kappa index of 0.7636. We concluded that the new Prototic Coproparasitological Test for Dogs (PC-Test Dog) allowed a better visualization of the parasitic structures and showed a favorable result for the diagnosis of intestinal parasites in dogs.-
Descrição: dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)-
Descrição: dc.descriptionFaculty of Veterinary Medicine (FVM) of Sao Paulo State University (UNESP), in Aracatuba, SP-
Descrição: dc.descriptionLaboratory of Image Data Science (LIDS) in the Institute of Computing (IC) of University of Campinas (UNICAMP) in Campinas, SP-
Descrição: dc.descriptionSao Paulo State Univ, Sch Vet Med, BR-16050680 Aracatuba, SP, Brazil-
Descrição: dc.descriptionUniv Estadual Campinas, Sch Med Sci, BR-13083887 Sao Paulo, Brazil-
Descrição: dc.descriptionUniv Estadual Campinas, Inst Comp, Lab Image Data Sci, BR-13083852 Sao Paulo, Brazil-
Descrição: dc.descriptionSao Paulo State Univ, Sch Vet Med, BR-16050680 Aracatuba, SP, Brazil-
Descrição: dc.descriptionFAPESP: 14/12236-1-
Descrição: dc.descriptionFAPESP: 17/14189-9-
Formato: dc.format11-
Idioma: dc.languageen-
Publicador: dc.publisherMdpi-
Relação: dc.relationPathogens-
???dc.source???: dc.sourceWeb of Science-
Palavras-chave: dc.subjectAutomation-
Palavras-chave: dc.subjectdiagnosis-
Palavras-chave: dc.subjectdogs-
Palavras-chave: dc.subjectparasites-
Palavras-chave: dc.subjectstool-
Título: dc.titleAutomated Diagnosis of Canine Gastrointestinal Parasites Using Image Analysis-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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