Automatic nonlinear predictive model-construction algorithm using forward regression and the PRESS statistic

An automatic nonlinear predictive model-construction algorithm is introduced based on forward regression and the predicted-residual-sums-of-squares (PRESS) statistic. The proposed algorithm is based on the fundamental concept of evaluating a model's generalisation capability through crossvalidation. This is achieved by using the PRESS statistic as a cost function to optimise model structure. In particular, the proposed algorithm is developed with the aim of achieving computational efficiency, such that the computational effort, which would usually be extensive in the computation of the PRESS statistic, is reduced or minimised. The computation of PRESS is simplified by avoiding a matrix inversion through the use of the orthogonalisation procedure inherent in forward regression, and is further reduced significantly by the introduction of a forward-recursive formula. Based on the properties of the PRESS statistic, the proposed algorithm can achieve a fully automated procedure without resort to any other validation data set for iterative model evaluation. Numerical examples are used to demonstrate the efficacy of the algorithm.

Prediction of coagulation properties, titratable acidity and pH of bovine milk using mid-infrared spectroscopy

This study investigated the potential application of mid-infrared spectroscopy (MIR 4,000–900 cm−1) for the determination of milk coagulation properties (MCP), titratable acidity (TA), and pH in Brown Swiss milk samples (n = 1,064). Because MCP directly influence the efficiency of the cheese-making process, there is strong industrial interest in developing a rapid method for their assessment. Currently, the determination of MCP involves time-consuming laboratory-based measurements, and it is not feasible to carry out these measurements on the large numbers of milk samples associated with milk recording programs. Mid-infrared spectroscopy is an objective and nondestructive technique providing rapid real-time analysis of food compositional and quality parameters. Analysis of milk rennet coagulation time (RCT, min), curd firmness (a30, mm), TA (SH°/50 mL; SH° = Soxhlet-Henkel degree), and pH was carried out, and MIR data were recorded over the spectral range of 4,000 to 900 cm−1. Models were developed by partial least squares regression using untreated and pretreated spectra. The MCP, TA, and pH prediction models were improved by using the combined spectral ranges of 1,600 to 900 cm−1, 3,040 to 1,700 cm−1, and 4,000 to 3,470 cm−1. The root mean square errors of cross-validation for the developed models were 2.36 min (RCT, range 24.9 min), 6.86 mm (a30, range 58 mm), 0.25 SH°/50 mL (TA, range 3.58 SH°/50 mL), and 0.07 (pH, range 1.15). The most successfully predicted attributes were TA, RCT, and pH. The model for the prediction of TA provided approximate prediction (R2 = 0.66), whereas the predictive models developed for RCT and pH could discriminate between high and low values (R2 = 0.59 to 0.62). It was concluded that, although the models require further development to improve their accuracy before their application in industry, MIR spectroscopy has potential application for the assessment of RCT, TA, and pH during routine milk analysis in the dairy industry. The implementation of such models could be a means of improving MCP through phenotypic-based selection programs and to amend milk payment systems to incorporate MCP into their payment criteria.

Efficiency of pseudo-spectral algorithms with Anderson mixing for the SCFT of periodic block-copolymer phases

This study examines the numerical accuracy, computational cost, and memory requirements of self-consistent field theory (SCFT) calculations when the diffusion equations are solved with various pseudo-spectral methods and the mean field equations are iterated with Anderson mixing. The different methods are tested on the triply-periodic gyroid and spherical phases of a diblock-copolymer melt over a range of intermediate segregations. Anderson mixing is found to be somewhat less effective than when combined with the full-spectral method, but it nevertheless functions admirably well provided that a large number of histories is used. Of the different pseudo-spectral algorithms, the 4th-order one of Ranjan, Qin and Morse performs best, although not quite as efficiently as the full-spectral method.

Using rain-use efficiency to explore livestock production trends in rangelands in the Transkei, South Africa

We qualitatively describe the condition of communally managed rangelands in the Transkei, South Africa, using GIS and high resolution near-infrared imagery. Using livestock census data from 28 magisterial districts in the Transkei, we explored the trends in livestock biomass from 1923–1998. The area had been subjected to intensive herbivory by domestic livestock during that period, and the high livestock biomass had been blamed for the perceived degradation or ‘overgrazing’ of the region. Our assessment used the concept rain-use efficiency (RUE) (kg dry matter ha–1 mm–1) to determine whether there is evidence of change in the efficiency of the system to produce domestic livestock. We calculated RUE from annual livestock numbers and the mean annual rainfall for each district. We found no evidence of a decline in rain-use efficiency between the two assessment periods (1923–1944, 1945–1998). There was evidence of a shift in the ratio of sheep to goats between 1923 and 1998, with goat numbers increasing (greater than twofold) relative to sheep in eight districts. This trend may be associated with changes in the structure of vegetation. We conclude that this region is not showing evidence of system run down that affects domestic livestock production.

Does more detailed information mean better performance? An experiment in information explicitness

Purpose – Investors are now able to analyse more noise-free news to inform their trading decisions than ever before. Their expectation that more information means better performance is not supported by previous psychological experiments which argue that too much information actually impairs performance. The purpose of this paper is to examine whether the degree of information explicitness improves stock market performance. Design/methodology/approach – An experiment is conducted in a computer laboratory to examine a trading simulation manipulated from a real market-shock. Participants’ performance efficiency and effectiveness are measured separately. Findings – The results indicate that the explicitness of information neither improves nor impairs participants’ performance effectiveness from the perspectives of returns, share and cash positions, and trading volumes. However, participants’ performance efficiency is significantly affected by information explicitness. Originality/value – The novel approach and findings of this research add to the knowledge of the impact of information explicitness on the quality of decision making in a financial market environment.

Do turning biases by the 7-spot ladybird, Coccinella septempunctata, increase their foraging efficiency?

The hypothesis that foraging male and female Coccinella septempunctata L. would exhibit a turning bias when walking along a branched linear wire in a Y-maze was tested. Individuals were placed repeatedly in the maze. Approximately 45% of all individuals tested displayed significant turning biases, with a similar number of individuals biased to the left and right. In the maze right-handed individuals turned right at 84.4% of turns and the left-handed individuals turned left at 80.2% of turns. A model of the searching efficiency of C. septempunctata in dichotomous branched environments showed that model coccinellids with greater turning biases discovered a higher proportion of the plant for a given number of searches than those with no bias. A modification of the model to investigate foraging efficiency, by calculating the mean time taken by individuals to find randomly distributed aphid patches, suggested that on four different sizes of plants, with a variety of aphid patch densities, implementing a turning bias was a significantly more efficient foraging strategy than no bias. In general the benefits to foraging of implementing a turning bias increased with the degree of the bias. It may be beneficial for individuals in highly complex branched environments to have a turning bias slightly lower than 100% in order to benefit from increased foraging efficiency without walking in circles. Foraging bias benefits increased with increasing plant size and decreasing aphid density. In comparisons of two different plant morphologies, one with a straight stem and side branches and one with a symmetrically branched morphology, there were few significant differences in the effects of turning biases on foraging efficiency between morphologies

Efficiency of uniparental male and female care against egg predators in two closely related syntopic harvestmen

Although the benefits of maternal care have been investigated in many species, the caring role of males in species with exclusive paternal care has received less attention. We experimentally quantified the protective role of paternal care in the harvestman Iporangaia pustulosa. Additionally, we compared the effectiveness of paternal care against predation in this species with a syntopic harvestman with maternal care, Acutisoma proximum. We demonstrated that nearly one-third of the unprotected Iporangaia clutches disappeared entirely in 12 days, while the other two-thirds suffered a mean reduction of 55% in egg number. Conversely, 50% of the control clutches did not suffer any reduction, and only one was entirely consumed by predators. We also demonstrated that the mucus coat that covers Iporangaia clutches has an important deterrent role against predation by conspecifics: 58.3% of the clutches without mucus were attacked and three of them were entirely consumed, whereas only three clutches with mucus were attacked, suffering a reduction of up to three eggs. Iporangaia males were as efficient as Acutisoma females in protecting eggs. However, unattended Acutisoma eggs were attacked 20% more frequently than unattended Iporangaia eggs. Unattended Iporangaia eggs are protected by a mucus coat that prevents or decreases predation rate, whereas Acutisoma eggs are more susceptible to predation, probably because they lack this mucus coat. Thus, besides the fact that Iporangaia males efficiently protect the offspring against egg predators, females also contribute to egg protection by providing a mucus coat that deters egg predators. (C) 2009 The Association for the Study of Animal Behaviour. Published by Elsevier Ltd. All rights reserved.

Predictive models for chronic renal disease using decision trees, naïve bayes and case-based methods

Data mining can be used in healthcare industry to “mine” clinical data to discover hidden information for intelligent and affective decision making. Discovery of hidden patterns and relationships often goes intact, yet advanced data mining techniques can be helpful as remedy to this scenario. This thesis mainly deals with Intelligent Prediction of Chronic Renal Disease (IPCRD). Data covers blood, urine test, and external symptoms applied to predict chronic renal disease. Data from the database is initially transformed to Weka (3.6) and Chi-Square method is used for features section. After normalizing data, three classifiers were applied and efficiency of output is evaluated. Mainly, three classifiers are analyzed: Decision Tree, Naïve Bayes, K-Nearest Neighbour algorithm. Results show that each technique has its unique strength in realizing the objectives of the defined mining goals. Efficiency of Decision Tree and KNN was almost same but Naïve Bayes proved a comparative edge over others. Further sensitivity and specificity tests are used as statistical measures to examine the performance of a binary classification. Sensitivity (also called recall rate in some fields) measures the proportion of actual positives which are correctly identified while Specificity measures the proportion of negatives which are correctly identified. CRISP-DM methodology is applied to build the mining models. It consists of six major phases: business understanding, data understanding, data preparation, modeling, evaluation, and deployment.

Incidência de infecção por Legionella pneumophila em pacientes que internaram no HCPA com pneumonia adquirida na comunidade

Introdução: O diagnóstico microbiológico da infecção por Legionella é complexo, pois a bactéria não é visualizada à coloração de Gram no escarro, e sua cultura não é realizada na maioria dos laboratórios clínicos. A imunofluorescência direta nas secreções respiratórias tem baixa sensibilidade, em torno de 40% e a técnica da “PCR” não é ainda recomendada para o diagnóstico clínico (CDC, 1997). A detecção de anticorpos no soro é a técnica mais utilizada, e o critério definitivo é a soroconversão para no mínimo 1:128, cuja sensibilidade é de 70 a 80% (Edelstein, 1993). Como critérios diagnósticos de possível pneumonia por Legionella, eram utilizados: título único de anticorpos a L pneumophila positivo na diluição 1:256, em paciente com quadro clínico compatível (CDC, 1990) e o achado de antígeno a Legionella na urina (WHO, 1990). Nos últimos anos, porém, com o uso crescente do teste de antigenúria, foram detectados casos de pneumonia por Legionella, que não eram diagnosticados por cultura ou sorologia, tornando-o método diagnóstico de certeza para o diagnóstico de pneumonia por Legionella (CDC, 1997). Por sua fácil execução, resultado imediato, e alta sensibilidade - de 86% a 98% (Kashuba & Ballow, 1986; Harrison & Doshi, 2001), tem sido recomendado para o diagnóstico das PAC que necessitam internação hospitalar (Mulazimoglu & Yu, 2001; Gupta et al., 2001; Marrie, 2001), especialmente em UTI (ATS, 2001). Vários estudos documentaram baixo valor preditivo positivo do título único positivo de 1:256, tornando-o sem valor para o diagnóstico da pneumonia por Legionella, exceto, talvez, em surtos (Plouffe et al., 1995). Outros detectaram alta prevalência de anticorpos positivos na diluição 1:256 na população, em pessoas normais (Wilkinson et al., 1983; Nichol et al., 1991). A partir de 1996, o CDC de Atlanta recomendou que não seja mais utilizado o critério de caso provável de infecção por Legionella pneumophila por título único de fase convalescente ≥1:256, por falta de especificidade(CDC, 1997). A pneumonia por Legionella é raramente diagnosticada, e sua incidência é subestimada. Em estudos de PAC, a incidência da pneumonia por Legionella nos EUA, Europa, Israel e Austrália, foi estimada entre 1% a 16% (Muder & Yu, 2000). Nos EUA, foi estimado que cerca de 8 000 a 23 000 casos de PAC por Legionella ocorrem anualmente, em pacientes que requerem hospitalização (Marston et al., 1994 e 1977). No Brasil, a incidência de PAC causadas por Legionella em pacientes hospitalizados é tema de investigação pertinente, ainda não relatado na literatura. Objetivo: detectar a incidência de pneumonias causadas por Legionella pneumophila sorogrupos 1 a 6, em pacientes que internaram no Hospital de Clínicas de Porto Alegre por PAC, por um ano. Material e Métodos: o delineamento escolhido foi um estudo de coorte (de incidência), constituída por casos consecutivos de pneumonia adquirida na comunidade que internaram no HCPA de 19 de julho de 2000 a 18 de julho de 2001. Para a identificação dos casos, foram examinados diariamente o registro computadorizado das internações hospitalares, exceto as internações da pediatria e da obstetrícia, sendo selecionados todos os pacientes internados com o diagnóstico de pneumonia e de insuficiência respiratória aguda. Foram excluídos aqueles com menos de 18 anos ou mais de 80 anos; os procedentes de instituições, HIV-positivos, gestantes, pacientes restritos ao leito; e portadores de doença estrutural pulmonar ou traqueostomias. Foram excluídos os pacientes que tivessem tido alta hospitalar nos últimos 15 dias, e aqueles já incluídos no decorrer do estudo. Os pacientes selecionados foram examinados por um pesquisador, e incluídos para estudo se apresentassem infiltrado ao RX de tórax compatível com pneumonia, associado a pelo menos um dos sintomas respiratórios maiores (temperatura axilar > 37,8ºC, tosse ou escarro; ou dois sintomas menores (pleurisia, dispnéia, alteração do estado mental, sinais de consolidação à ausculta pulmonar, mais de 12 000 leucócitos/mm3). O estudo foi previamente aprovado pela Comissão de Ética em Pesquisa do HCPA. Os pacientes eram entrevistados por um pesquisador, dando seu consentimento por escrito, e então seus dados clínicos e laboratoriais eram registrados em protocolo individual. Não houve interferência do pesquisador, durante a internação, exceto pela coleta de urina e de sangue para exame laboratoriais específicos da pesquisa. Os pacientes eram agendados, no ambulatório de pesquisa, num prazo de 4 a 12 semanas após sua inclusão no estudo, quando realizavam nova coleta de sangue, RX de tórax de controle, e outros exames que se fizessem necessários para esclarecimento diagnóstico.Todos os pacientes foram acompanhados por 1 ano, após sua inclusão no estudo.Foram utilizadas a técnica de imunofluorescência indireta para detecção de anticorpos das classes IgG, IgM e IgA a Legionella pneumophila sorogrupos 1 a 6 no soro, em duas amostras, colhidas, respectivamente, na 1ª semana de internação e depois de 4 a 12 semanas; e a técnica imunológica por teste ELISA para a detecção do antígeno de Legionella pneumophila sorogrupo 1 na urina, colhida na primeira semana de internação. As urinas eram armazenadas, imediatamente após sua coleta, em freezer a –70ºC, e depois descongeladas e processadas em grupos de cerca de 20 amostras. A imunofluorescência foi feita no laboratório de doenças Infecciosas da Universidade de Louisville (KY, EUA), em amostras de soro da fase aguda e convalescente, a partir da diluição 1:8; e a detecção do antígeno de Legionella pneumophila sorogrupo 1, nas amostras de urina, foi realizada no laboratório de pesquisa do HCPA, pelos investigadores, utilizando um kit comercial de teste ELISA fabricado por Binax (Binax Legionella Urinary Enzyme Assay, Raritan, EUA). As urinas positivas eram recongeladas novamente, para serem enviadas para confirmação no mesmo laboratório americano, ao fim do estudo. Foram adotados como critérios definitivos de infecção por Legionella pneumophila sorogrupos 1 a 6, a soroconversão (elevação de 4 vezes no título de anticorpos séricos entre o soro da fase aguda e da fase convalescente para no mínimo 1:128); ou o achado de antígeno de L pneumophila sorogrupo 1 na urina não concentrada, numa razão superior a 3, conforme instruções do fabricante e da literatura.Os pacientes foram classificados, de acordo com suas características clínicas, em 1º) portadores de doenças crônicas (doenças pulmonares, cardíacas, diabete mellitus, hepatopatias e insuficiência renal); 2º) portadores de doenças subjacentes com imunossupressão; 3º) pacientes hígidos ou com outras doenças que não determinassem insuficiência orgânica. Imunossupressão foi definida como esplenectomia, ser portador de neoplasia hematológica, portador de doença auto-imune, ou de transplante; ou uso de medicação imunossupressora nas 4 semanas anteriores ao diagnóstico (Yu et al., 2002b); ou uso de prednisolona 10 mg/dia ou equivalente nos últimos 3 meses (Lim et al., 2001). As características clínicas e laboratoriais dos pacientes que evoluíram ao óbito por pneumonia foram comparados àquelas dos pacientes que obtiveram cura. Para a análise das variáveis categóricas, utilizou-se o teste qui-quadrado de Pearson ou teste exato de Fisher. Para as variáveis numéricas contínuas, utilizou-se o teste “t“ de Student. Um valor de p< 0,05 foi considerado como resultado estatisticamente significativo (programas SPSS, versão 10). Foi calculada a freqüência de mortes por pneumonia na população estudada, adotando-se a alta hospitalar como critério de cura. Foi calculada a incidência cumulativa para pneumonia por Legionella pneumophila sorogrupos 1 a 6, em um hospital geral, no período de 1 ano. Resultados: durante um ano de estudo foram examinados 645 registros de internação, nos quais constavam, como motivo de baixa hospitalar, o diagnóstico de pneumonia ou de insuficiência respiratória aguda; a maioria desses diagnósticos iniciais não foram confirmados. Desses 645 pacientes, foram incluídos no estudo 82 pacientes, nos quais os critérios clínicos ou radiológicos de pneumonia foram confirmados pelos pesquisadores. Durante o acompanhamento desses pacientes, porém, foram excluídos 23 pacientes por apresentarem outras patologias que mimetizavam pneumonia: DPOC agudizado (5), insuficiência cardíaca (3), tuberculose pulmonar (2), colagenose (1), fibrose pulmonar idiopática (1), edema pulmonar em paciente com cirrose (1), somente infecçâo respiratória em paciente com sequelas pulmonares (4); ou por apresentarem critérios de exclusão: bronquiectasias (4), HIV positivo (1), pneumatocele prévia (1). Ao final, foram estudados 59 pacientes com pneumonia adquirida na comunidade, sendo 20 do sexo feminino e 39 do sexo masculino, com idade entre 24 e 80 anos (média de 57,6 anos e desvio padrão de ±10,6). Tivemos 36 pacientes com doenças subjacentes classificadas como “doenças crônicas”, dos quais 18 pacientes apresentavam mais de uma co-morbidade, por ordem de prevalência: doenças pulmonares, cardíacas, diabete mellitus, hepatopatias e insuficiência renal; neoplasias ocorreram em 9 pacientes, sendo sólidas em 7 pacientes e hematológicas em 2. Dos 59 pacientes, 61% eram tabagistas e 16,9%, alcoolistas. Do total, 10 pacientes apresentavam imunossupressão. Dos demais 13 pacientes, somente um era previamente hígido, enquanto os outros apresentavam tabagismo, sinusite, anemia, HAS, gota, ou arterite de Takayasu. A apresentação radiológica inicial foi broncopneumonia em 59,3% dos casos; pneumonia alveolar ocorreu em 23,7% dos casos, enquanto ambos padrões ocorreram em 15,2% dos pacientes. Pneumonia intersticial ocorreu em somente um caso, enquanto broncopneumonia obstrutiva ocorreu em 5 pacientes (8,5%). Derrame pleural ocorreu em 22% dos casos, e em 21 pacientes (35%) houve comprometimento de mais de um lobo ao RX de tórax. Foram usados beta-lactâmicos para o tratamento da maioria dos pacientes (72,9%9). A segunda classe de antibióticos mais usados foi a das fluoroquinolonas respiratórias, que foram receitadas para 23 pacientes (39,0%), e em 3º lugar, os macrolídeos, usados por 11 pacientes (18,6%). Apenas 16 pacientes não usaram beta-lactâmicos, em sua maioria recebendo quinolonas ou macrolídeos. Dos 43 pacientes que usaram beta-lactâmicos, 25 não usaram nem macrolídeos, nem quinolonas. Em 13 pacientes as fluoroquinolonas respiratórias foram as únicas drogas usadas para o tratamento da pneumonia. Do total, 8 pacientes foram a óbito por pneumonia; em outros 3 pacientes, o óbito foi atribuído a neoplasia em estágio avançado. Dos 48 pacientes que obtiveram cura, 33 (68,7%) estavam vivos após 12 meses. Os resultados da comparação realizada evidenciaram tendência a maior mortalidade no sexo masculino e em pacientes com imunossupressão, porém essa associação não alcançou significância estatística. Os pacientes que usaram somente beta-lactâmicos não apresentaram maior mortalidade do que os pacientes que usaram beta-lactâmicos associados a outras classes de antibióticos ou somente outras classes de antibióticos. Examinando-se os pacientes que utiizaram macrolídeos ou quinolonas em seu regime de tratamento, isoladamente ou combinados a outros antibióticos, observou-se que também não houve diferença dos outros pacientes, quanto à mortalidade. Os pacientes com padrão radiológico de pneumonia alveolar tiveram maior mortalidade, e essa diferença apresentou uma significância limítrofe (p= 0,05). Nossa mortalidade (11,9%) foi similar à de Fang et al. (1990), em estudo clássico de 1991 (13,7%); foi também similar à média de mortalidade das PAC internadas não em UTI (12%), relatada pela ATS, no seu último consenso para o tratamento empírico das PAC (ATS, 2001). Foram detectados 3 pacientes com pneumonia por Legionella pneumophila sorogrupo 1 na população estudada: 2 foram diagnosticados por soroconversão e por antigenúria positiva, e o 3º foi diagnosticado somente pelo critério de antigenúria positiva, tendo sorologia negativa, como alguns autores (McWhinney et al., 2000). Dois pacientes com PAC por Legionella não responderam ao tratamento inicial com beta-lactâmicos, obtendo cura com levofloxacina; o 3º paciente foi tratado somente com betalactâmicos, obtendo cura. Conclusões: A incidência anual de PAC por Legionella pneumophila sorogrupos 1 a 6, no HCPA, foi de 5,1%, que representa a incidência anual de PAC por Legionella pneumophila sorogrupos 1 a 6 em um hospital geral universitário. Comentários e Perspectivas: Há necessidade de se empregar métodos diagnósticos específicos para o diagnóstico das pneumonias por Legionella em nosso meio, como a cultura, a sorologia com detecção de todas as classes de anticorpos, e a detecção do antígeno urinário, pois somente com o uso simultâneo de técnicas complementares pode-se detectar a incidência real de pneumonias causadas tanto por Legionella pneumophila, como por outras espécies. A detecção do antígeno de Legionella na urina é o teste diagnóstico de maior rendimento, sendo recomendado seu uso em todas as PAC que necessitarem internação hospitalar (Mulazimoglu & Yu, 2001; Gupta et al., 2001); em todos os pacientes com PAC que apresentarem fatores de risco potenciais para legionelose (Marrie, 2001); e para o diagnóstico etiológico das pneumonias graves (ATS, 2001). Seu uso é indicado, com unanimidade na literatura, para a pesquisa de legionelose nosocomial e de surtos de legionelose na comunidade.

Forecasting Brazilian inflation by its aggregate and disaggregated data: a test of predictive power by forecast horizon

This work aims to compare the forecast efficiency of different types of methodologies applied to Brazilian Consumer inflation (IPCA). We will compare forecasting models using disaggregated and aggregated data over twelve months ahead. The disaggregated models were estimated by SARIMA and will have different levels of disaggregation. Aggregated models will be estimated by time series techniques such as SARIMA, state-space structural models and Markov-switching. The forecasting accuracy comparison will be made by the selection model procedure known as Model Confidence Set and by Diebold-Mariano procedure. We were able to find evidence of forecast accuracy gains in models using more disaggregated data

Avaliação de lesões brancas de cáries: um estudo de prognóstico

Objective: The aim of the present study is to assess the current situation of white enamel lesions on vestibular surfaces of permanent upper incisors, diagnosed 6 years ago, without clinical intervention. Methods: A prospective study reassessed 53 students of both sexes, aged between 13 and 18 years old, all attending the public school system in Natal, Brazil. Data collection was performed by duly calibrated examiners, and a clinical chart consisting of demographic data on dental caries, oral hygiene, and gingival condition was prepared. A tactile-visual examination was conducted using a clinical mirror and periodontal probe. Data compilation and analysis were carried out using a SPSS software. In this analysis the chi-squared test was used for qualitative independent variables. To identify the net effect of treatment, multiple logistic analysis with forward stepwise model selection was performed. Results: The final sample was composed of 106 lesions in the 53 individuals, with mean age of 15.02 years, visible plaque index (VPI) of 23.34%, and gingival blood indices (GBI) of 25.92%. A statistically significant relationship (p = 0.003) was found between initial DMFS and prognosis of white enamel lesion. Conclusions: We observed that past caries experience and dental plaque were the main predictive factors for negative lesion outcomes, demonstrating the need for oral hygiene control through continuing preventive measures

Qualidade de vida, eficiência mastigatória e presença de disfunção temporomandibular em usuários de prótese parcial removível com arco dental curto inferior

Even nowadays there is in Brasil a large number of edentulous and a precarious financial condition of most of the population. In addition, World Health Organization aims for oral health, which consists on the maintenance of a natural dentition, functional and aesthetic composed of at least 20 teeth, without need of prosthetic intervention throughout life. From this and considering the lack of researches about the permanence of edentulous spaces in the oral cavity, and also avoiding overtreatment, this research has been proposed. Thus, the aim was to evaluate the effect of different lengths of the shortened lower dental arch in the presence or absence of a removable partial denture (RPD) on masticatory function, quality of life and occurrence of temporomandibular dysfunction. To achieve this goal, we compared the masticatory efficiency (colorimetric test), the oral comfort through the analysis of the impact of oral health in quality of life (OHIP-14), the presence of temporomandibular dysfunction (RDC/TMD) and the general quality of life (WHOQOL) of patients with shortened dental arches (SDA) (n=60), which is an arch with a reduction of teeth starting posteriorly, and patients with complete dental arch (Complete DA) (n = 34). The group of patients whit SDA was divided among PPR wears (PPD + SDA) (n = 17) and non-wears (n = 43). The population of this study consisted on patients who received or looked for treatment at the clinics of the Department of Dentistry of UFRN, from clinical analysis and records. The sample was chosen by convenience. For statistical analysis, it was a database in SPSS 17.0, followed by descriptive analysis with frequencies, absolute values, tests of central tendency and variability. The statistical tests used were chi-squared and analysis of variance as well as Tukey s post test, when applicable, all with a 95% confidence level. The results shown a prevalence of TMD of 47,1% among patients using PRP and 69,8% among those who didn t, but this result wasn t statistically significant. The mean of the results of masticatory efficiency, WHOQOL and OHIP didn t show association to the presence or absence of PPR and to the lower number of occlusal units of the patients (0, 1, 2 or more occlusal). The association only occurred among the different groups of SDA and the patients with complete dental arch. Taking into account the results, it could be observed that studied patients with low posterior support using lower PRP didn t have better masticatory efficiency, general quality of life, less impacts of their oral conditions in quality of life or not even less temporomandibular dysfunction or better masticatory efficiency when compared to those who didn t use the prosthesis

Economic-statistical design of the (X)over-bar chart used to control a wandering process mean using genetic algorithm

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Accuracy of Tc-99m-sestamibi scintimammography for breast cancer diagnosis

Scintimammography using Tc-99m-sestamibi is a noninvasive and painless diagnostic imaging method that is used to detect breast cancer when mammography is inconclusive Because of the advantages of labeling v '7,ith Tc-99m-sestamibi and its high efficiency in detecting carcinomas, it is the most widespread agent for this purpose Its accumulation in the tumor has multifactorial causes and does not depend on the presence of architectural distortion or local or diffuse density variation in the breast The objective of tfiis study was to evaluate the accuracy of scintimammography 1 for detecting breast cancer One hundred and fifty-seven patients presenting 158 palpable and non-palpable breast nodules were evaluated Three patients were male and 154 were female, aged between 14 and 81 years All patients underwent scintimammography, and the nodule was subjected i to cytological or histological study, i e, the gold standard for diagnosing cancer One hundred and eleven malignant and 47 benign nodules were detected, with predominance of ductal carcinomas (n=94) and fibroadenoma/fibrocysiic condition (n=11/n=11), respectively The mean size was 3 11 cm (7-10 cm) among the malignant nodules and 2 07 cm among the benign nodules (0 5-10 cm) The sensitivity, specificity, positive predictive value, negative predictive value and accuracy were 89, 89, 95, 78 and 89%, respectively Analysis on the histological types showed that the technique was more effective on tumors that were more aggressive, such as ductal carcinoma In this study, Tc-99m-sestamibi scintim immography was shown to be an important tool for diagnosing breast cancer when mammography was inconclusive

Analysis of the electrical conductivity in milking fractions as a mean for detecting and characterizing mastitis in goats

The aim of the work was to study the effect of milking fraction on electrical conductivity of milk (EC) to improve its use in dairy goat mastitis detection using automatic EC measurements during milking. The experiment was carried out on a group of 84 Murciano-Granadina goats (28 primiparous and 56 multiparous). Goats were in the fourth month of lactation. A linear mixed model was used to analyse the relationship between EC or somatic cell count (SCC) of gland milk and parity, mammary gland health status, analysed fraction (first 100 mL=F-1; machine milk=F-2; and stripping milk=F-3) and their first order interactions. Additionally, the mastitis detection characteristics (sensitivity, specificity, positive predictive value and negative predictive value) of SCC and EC were studied at different thresholds.All factors considered were significant for EC and SCC. EC decreased significantly as milking progressed (from F-1 to F-3) in both healthy and infected glands. EC was not significantly different between healthy and infected glands in F-1 and F-2 fractions, but EC of healthy glands (5.01 mS/cm) was significantly lower than in infected glands (5.03 mS/cm) at F-3.Mastitis detection characteristics of EC did not differ amongst studied fractions. The small significant difference of EC between healthy and infected glands obtained in F-3 fraction did not yield better sensitivity results compared to F-1 and F-2. The best EC mastitis detection characteristics were obtained at 5.20 mS/cm threshold (sensitivity of 70% and specificity of 50%). The best SCC mastitis detection characteristics were obtained at 300,000 cells/mL threshold and F-3 fraction (sensitivity of 85% and specificity of 65%).It was concluded that mastitis detection characteristics of EC were similar in the three milking fractions analysed, being slightly better for SCC in F-3 fraction. As shown in previous studies, there are no factors other than the mammary gland health status that affect milk EC and should be considered in the algorithms for mastitis detection to improve the results. (C) 2012 Elsevier B.V. All rights reserved.