Automatic segmentation and classification of human intestinal parasites from microscopy images

Human intestinal parasites constitute a problem in most tropical countries, causing death or physical and mental disorders. Their diagnosis usually relies on the visual analysis of microscopy images, with error rates that may range from moderate to high. The problem has been addressed via computational image analysis, but only for a few species and images free of fecal impurities. In routine, fecal impurities are a real challenge for automatic image analysis. We have circumvented this problem by a method that can segment and classify, from bright field microscopy images with fecal impurities, the 15 most common species of protozoan cysts, helminth eggs, and larvae in Brazil. Our approach exploits ellipse matching and image foresting transform for image segmentation, multiple object descriptors and their optimum combination by genetic programming for object representation, and the optimum-path forest classifier for object recognition. The results indicate that our method is a promising approach toward the fully automation of the enteroparasitosis diagnosis. © 2012 IEEE.

Imunomarcação de COX-2 e TGF-beta nas lesòes proliferativas da próstata do cão

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Ciclo reprodutivo e análise ultraestrutural da espermatogênese de Cichla kelberi (TeLeostei: Perciformes: Cichlidae)

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Terapêutica medicamentosa em odontologia: antibióticos

Pós-graduação em Odontologia - FOA

Avaliação de duas técnicas coproparasitológicas convencionais e de um kit comercial na investigação da epidemiologia de parasitas gastrintestinais de cães no Estado de São Paulo

Pós-graduação em Medicina Veterinária - FMVZ

Estudo clínico, imaginológico, histopatológico e imunohistoquímico de ameloblastomas submetidos à descompressão

Pós-graduação em Odontologia - FOA

Análise citogenética molecular em túbulos seminíferos de triatomíneos (Triatominae, Heteroptera)

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Infecção experimental de gatas gestantes com cistos teciduais de toxoplasma gondii de diferentes genótipos

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Ocorrência de Criptosporidium spp. (Tyzzer, 1907) e Giardia spp. (Kunstler, 1882) em leitões ao desmame

Pós-graduação em Ciência Animal - FMVA

Desempenho de sistemas de reatores anaeróbios e aeróbio na remoção de coliformes e ovos de helmintos de águas residuárias de suinocultura

Pós-graduação em Microbiologia Agropecuária - FCAV

Avaliação histopatológica e caracterização morfométrica testicular e epididimária em cães adultos sem raça definida (SRD)

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Estudo da influencia do potássio e do cálcio na reprodução do nematoide do cisto da soja

The objective of this work was to evaluate the reproduction of the soybean cyst nematode (SCN) in soybean plants in substract with different potassium (K) and calcium (Ca) doses. The experiment was conducted in a completely randomized block design, with 25 treatments and six replicates. A factorial scheme (5 x 5) was used with five K doses (0; 150; 300; 450; and 600 mg / dm3 ) and five Ca doses (0; 75; 150; 225; and 300 mg / dm3 ). Eighteen days after sowing, plants were inoculated with 4,000 H. glycines race 3 eggs. Thirty days after inoculation a total of three weekly evaluations were performed measuring plant height and stem diameter. Seventy days after inoculation, the following variables were analyzed: measurement of leaf blade, numbers of eggs / pot, cysts / pot, eggs / cyst, females and cysts / root system, eggs / female and the reproduction factor of H. glycines. Root and shoot dry matter were weighed. Then, K and Ca shoot contents of each sample was obtained. There was a significant interaction between K and Ca doses only for number of eggs / female. The K doses significatively influenced the numbers of cysts / pot, eggs / cyst, eggs / pot, females and cysts / root system and reproduction factor. The Ca doses did not influence significatively the nematologic variables analyzed. The K-Ca interaction affected all crop-related variables analyzed. A significative K-Ca interaction was observed for Ca contents in shoot dry matter. The K contents were only influenced by potassium doses amended to the soil.

Avaliação endócrina e anatomo-morfológica do trato genital de fêmeas suínas

Pós-graduação em Medicina Veterinária - FMVZ

Morfologia do testículo e espermatogênese em Diatraea saccharalis (Lepidoptera: Crambidae): estudo citoquímico e ultraestrutural

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Foliculogênese e caracterização celular das classes reprodutivas em Pimelodus maculatus (Siluriformes: Pimelodidae)

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)