Avaliação do rastreamento do câncer do colo do útero e sua periodicidade em um município de Santa Catarina / Assessment of cervical cancer screening and its periodicity in a city of Santa Catarina state

Modelo do estudo: Estudo de Prevalência. Objetivo do estudo: Conhecer a prevalência dos resultados alterados dos exames preventivos para câncer do colo do útero e a sua regularidade na coleta. Metodologia: Estudo observacional, transversal e retrospectivo. Foram estudadas 3.425 mulheres usuárias do Sistema Único de Saúde e 9.436 exames citopatológicos de novembro de 2003 a janeiro de 2014. Resultados: A mediana da idade foi de 35 anos (25,0 - 46,0, percentil 25 a 75%). No primeiro exame citopatológico, 2,7% das mulheres apresentaram alterações em células epiteliais. As Células escamosas atípicas de significado incerto (ASC-US) (n=54; 1,7%) e as lesões intra-epiteliais de baixo grau (LIEBG) (n=24; 0,7%) foram as mais frequentes. Ao longo do período observado houveram 87 novas alterações citopatológicas, totalizando 173 exames alterados em 9.436 analisados. Quanto a regularidade, 58,5% pacientes repetiram a segunda coleta. Conclusões: Houve um perfil predominante de mulheres jovens, sendo o diagnóstico de ASC-US o mais frequente. A flora bacteriana mais frequente foi Lactobacillus principalmente em mulheres jovens. (AU)

Study Model: Prevalence Study. Study objective: To determine the prevalence of the abnormal cervical cancer screening test (PAP) and regularity in repeat it. Methods: An observational, cross-sectional and retrospective study. 3,425 women, users of the Brazilian Unified Health System, and 9,436 cytopathology, conducted from November 2003 to January 2014, were studied. Results: The median age was 35 years (25.0 to 46.0, 25 to 75% percentile). In the first PAP, 2.7% of women examined had alterations in epithelial cells. The atypical squamous cells of uncertain significance (ASC-US) (n = 54; 1.7%), and low-grade intraepithelial lesion (LSIL) (n = 24; 0.7%) were the most frequent alterations found. During the observed period, 87 new abnormal PAPs were found, totalling 173 altered tests in 9436 analysed. Regarding regularity of test, 58.5% patients repeated the second PAP. Conclusions: There was a preferential profile of young women, and the diagnosis of ASC-US was the most frequently found. Lactobacillus, especially in young women, was the main bacterial flora. (AU)

Data Mining Applied to Analysis of Contraceptive Methods Among College Students.

The aim of this study was to use the Data Mining to analyze the profile of the use of contraceptive methods in a university population. We used a database about sexuality performed on a university population in southern Brazil. The results obtained by the generated rules are largely in line with the literature and epidemiology worldwide, showing significant points of vulnerability in the university population. Validation measures of the study, as such, accuracy, sensitivity, specificity, and area under the ROC curve were higher or at least similar as compared to recent studies using the same methodology.

A Data Mining Approach to Identify Sexuality Patterns in a Brazilian University Population.

This paper presents the profile and experience of sexuality generated from a data mining classification task. We used a database about sexuality and gender violence performed on a university population in southern Brazil. The data mining task identified two relationships between the variables, which enabled the distinction of subgroups that better detail the profile and experience of sexuality. The identification of the relationships between the variables define behavioral models and factors of risk that will help define the algorithms being implemented in the data mining classification task.

Classification of images acquired with colposcopy using artificial neural networks.

OBJECTIVE: To explore the advantages of using artificial neural networks (ANNs) to recognize patterns in colposcopy to classify images in colposcopy. PURPOSE: Transversal, descriptive, and analytical study of a quantitative approach with an emphasis on diagnosis. The training test e validation set was composed of images collected from patients who underwent colposcopy. These images were provided by a gynecology clinic located in the city of Criciúma (Brazil). The image database (n = 170) was divided; 48 images were used for the training process, 58 images were used for the tests, and 64 images were used for the validation. A hybrid neural network based on Kohonen self-organizing maps and multilayer perceptron (MLP) networks was used. RESULTS: After 126 cycles, the validation was performed. The best results reached an accuracy of 72.15%, a sensibility of 69.78%, and a specificity of 68%. CONCLUSION: Although the preliminary results still exhibit an average efficiency, the present approach is an innovative and promising technique that should be deeply explored in the context of the present study.

Using a model of parallel distributed processing associated with data mining in the characterization of sexuality in a university population.

Using the framework for developing parallel applications Java Parallel Programming Framework were conducted performance analysis of an application for the clustering data by the method of fuzzy logic combined with Gustafson-Kessel algorithm. In addition to running in a distributed environment, for comparative purposes, were also conducted collections of processing time in environments with a single Personal Computer approach. With the results obtained by collecting time of application, there was a statistical analysis to validate the application and the algorithm as well as the use of computational clustering as a way to increase performance applications.

Epidemiologic and clinical characteristics of pregnant women living with HIV/AIDS in a region of Southern Brazil where the subtype C of HIV-1 infection predominates.

UNLABELLED: Southern Brazil has the highest prevalence rate of AIDS in the country and is the only region in the Americas where HIV-1 subtype C prevails. OBJECTIVE: We evaluated the epidemiologic and clinical characteristics of pregnant women living with HIV/AIDS in the South region of Santa Catarina, Brazil. METHODS: All pregnant women with HIV infection attending the obstetric outpatient clinic of Criciúma, State of Santa Catarina, in 2007 (n = 46) were invited to participate. Data of 36 eligible participants were obtained through a standardized questionnaire. RESULTS: The great majority were young, with a steady partner, low family income, low education level and referring early first sexual intercourse. Many reported use of illicit non-injecting drugs (55.5%) and unprotected sex with partners that were HIV-positive (57.7%), injecting drug user (22.2%), male inmate (19.4%), truck driver (13.8%), with history of sexually transmitted disease (11.1%) or men who have sex with men (MSM) (2.8%). Most (66.7%) of the participants had their HIV diagnosis done during the pregnancy, 7 (19.4%) had a previous history of HIV mother-to-child transmission. Therapy based on highly active antiretroviral therapy (94%) was initiated at 19.3 weeks on average and 33% showed irregular antiretroviral adherence. CONCLUSION: These results confirm previous data on HIV epidemiology in Brazil and suggest that the women partners' sexual behavior and unprotected sexual intercourse are important aspects of HIV epidemic. Additional efforts in education, prophylaxis and medication adherence are needed.

Epidemiologic and clinical characteristics of pregnant women living with HIV/AIDS in a region of Southern Brazil where the subtype C of HIV-1 infection predominates

Southern Brazil has the highest prevalence rate of AIDS in the country and is the only region in the Americas where HIV-1 subtype C prevails. OBJECTIVE: We evaluated the epidemiologic and clinical characteristics of pregnant women living with HIV/AIDS in the South region of Santa Catarina, Brazil. METHODS: All pregnant women with HIV infection attending the obstetric outpatient clinic of Criciúma, State of Santa Catarina, in 2007 (n = 46) were invited to participate. Data of 36 eligible participants were obtained through a standardized questionnaire. RESULTS: The great majority were young, with a steady partner, low family income, low education level and referring early first sexual intercourse. Many reported use of illicit non-injecting drugs (55.5 percent) and unprotected sex with partners that were HIV-positive (57.7 percent), injecting drug user (22.2 percent), male inmate (19.4 percent), truck driver (13.8 percent), with history of sexually transmitted disease (11.1 percent) or men who have sex with men (MSM) (2.8 percent). Most (66.7 percent) of the participants had their HIV diagnosis done during the pregnancy, 7 (19.4 percent) had a previous history of HIV mother-to-child transmission. Therapy based on highly active antiretroviral therapy (94 percent) was initiated at 19.3 weeks on average and 33 percent showed irregular antiretroviral adherence. CONCLUSION: These results confirm previous data on HIV epidemiology in Brazil and suggest that the women partners' sexual behavior and unprotected sexual intercourse are important aspects of HIV epidemic. Additional efforts in education, prophylaxis and medication adherence are needed.

Young pregnant women living with HIV/AIDS in Criciuma, Southern Brazil, are infected almost exclusively with HIV type 1 clade C.

Southern Brazil has the highest prevalence rate of AIDS in the country and is the only region in the Americas where HIV-1 C prevails. Metropolitan areas and harbor cities have been evaluated, but limited information is available for small towns and specific populations. We studied women attending the obstetric outpatient clinic of Criciuma, State of Santa Catarina in 2007 to evaluate the molecular epidemiology of HIV-1 among pregnant women living with HIV/AIDS. Forty-two cases had partial pol gene sequenced and additional partial gag and/or env genes from nine women. HIV subtyping was evaluated by phylogenetic methods and antiretroviral (ARV) drug resistance mutations (DRMs) at the Stanford Database. DRMs to one or more ARV class was observed in 20/42, 48% of cases, with 15/41, 37% with viral load <500 copies/ml. Subtype C at pol was identified in 33/42, 78.6% (95% CI: 64-89%), C mosaics (CB, CF) in 2, 4.8% (95% CI: 0.8-19%), F in 4, 9.5% (95% CI: 3-21%), and B in 3, 7.1% (95% CI: 1.8-18%). Discordance in concatenated gag/pol/env or intraregion mosaic was observed in 1/9, 11% of HIV-1 C genomes. The proportion of HIV-1 C in this study is the highest rate described in the Americas. Molecular surveillance in specific populations is instrumental for a better understanding of the Brazilian HIV epidemic.