A model for the evaluation of data quality in health unit website

This article presents a research work, the goal of which was to achieve a model for the evaluation of data quality in institutional websites of health units in a broad and balanced way. We have carried out a literature review of the available approaches for the evaluation of website content quality, in order to identify the most recurrent dimensions and the attributes, and we have also carried out a Delphi method process with experts in order to reach an adequate set of attributes and their respective weights for the measurement of content quality. The results obtained revealed a high level of consensus among the experts who participated in the Delphi process. On the other hand, the different statistical analysis and techniques implemented are robust and attach confidence to our results and consequent model obtained.

Voxel-based registration of simulated and real patient CBCT data for accurate dental implant pose estimation

The success of dental implant-supported prosthesis is directly linked to the accuracy obtained during implant’s pose estimation (position and orientation). Although traditional impression techniques and recent digital acquisition methods are acceptably accurate, a simultaneously fast, accurate and operator-independent methodology is still lacking. Hereto, an image-based framework is proposed to estimate the patient-specific implant’s pose using cone-beam computed tomography (CBCT) and prior knowledge of implanted model. The pose estimation is accomplished in a threestep approach: (1) a region-of-interest is extracted from the CBCT data using 2 operator-defined points at the implant’s main axis; (2) a simulated CBCT volume of the known implanted model is generated through Feldkamp-Davis-Kress reconstruction and coarsely aligned to the defined axis; and (3) a voxel-based rigid registration is performed to optimally align both patient and simulated CBCT data, extracting the implant’s pose from the optimal transformation. Three experiments were performed to evaluate the framework: (1) an in silico study using 48 implants distributed through 12 tridimensional synthetic mandibular models; (2) an in vitro study using an artificial mandible with 2 dental implants acquired with an i-CAT system; and (3) two clinical case studies. The results shown positional errors of 67±34μm and 108μm, and angular misfits of 0.15±0.08º and 1.4º, for experiment 1 and 2, respectively. Moreover, in experiment 3, visual assessment of clinical data results shown a coherent alignment of the reference implant. Overall, a novel image-based framework for implants’ pose estimation from CBCT data was proposed, showing accurate results in agreement with dental prosthesis modelling requirements.

Semi-automatic 3D Segmentation Of Costal Cartilage In CT Data From Pectus Excavatum Patients

One of the current frontiers in the clinical management of Pectus Excavatum (PE) patients is the prediction of the surgical outcome prior to the intervention. This can be done through computerized simulation of the Nuss procedure, which requires an anatomically correct representation of the costal cartilage. To this end, we take advantage of the costal cartilage tubular structure to detect it through multi-scale vesselness filtering. This information is then used in an interactive 2D initialization procedure which uses anatomical maximum intensity projections of 3D vesselness feature images to efficiently initialize the 3D segmentation process. We identify the cartilage tissue centerlines in these projected 2D images using a livewire approach. We finally refine the 3D cartilage surface through region-based sparse field level-sets. We have tested the proposed algorithm in 6 noncontrast CT datasets from PE patients. A good segmentation performance was found against reference manual contouring, with an average Dice coefficient of 0.75±0.04 and an average mean surface distance of 1.69±0.30mm. The proposed method requires roughly 1 minute for the interactive initialization step, which can positively contribute to an extended use of this tool in clinical practice, since current manual delineation of the costal cartilage can take up to an hour.

Gestão do conhecimento usando data mining: estudo de caso na Universidade Federal de Lavras

A gestão do conhecimento abrange toda a forma de gerar, armazenar, distribuir e utilizar o conhecimento, tornando necessária a utilização de tecnologias de informação para facilitar esse processo, devido ao grande aumento no volume de dados. A descoberta de conhecimento em banco de dados é uma metodologia que tenta solucionar esse problema e o data mining é uma técnica que faz parte dessa metodologia. Este artigo desenvolve, aplica e analisa uma ferramenta de data mining, para extrair conhecimento referente à produção científica das pessoas envolvidas com a pesquisa na Universidade Federal de Lavras. A metodologia utilizada envolveu a pesquisa bibliográfica, a pesquisa documental e o método do estudo de caso. As limitações encontradas na análise dos resultados indicam que ainda é preciso padronizar o modo do preenchimento dos currículos Lattes para refinar as análises e, com isso, estabelecer indicadores. A contribuição foi gerar um banco de dados estruturado, que faz parte de um processo maior de desenvolvimento de indicadores de ciência e tecnologia, para auxiliar na elaboração de novas políticas de gestão científica e tecnológica e aperfeiçoamento do sistema de ensino superior brasileiro.

Inclusão ideal e inclusão real : estudo de caso com professoras de crianças surdas em uma escola regular de João Pessoa – PB

O presente estudo tem como objetivo analisar as condições de inclusão educacional de crianças surdas em uma escola regular, a partir dos relatos de professoras que vivenciam essa prática. Para coletar informações a esse respeito, foram realizadas junto às participantes entrevistas de caráter semi-estruturado. No tratamento a esses dados foram descritas as condições de inclusão existentes na escola (campo de pesquisa), como também os significados elaborados pelas participantes acerca do aluno surdo e da inclusão do mesmo na escola regular. Os dados foram coletados em uma amostra de cinco professoras de classes regulares que possuem alunos surdos. Esses dados foram submetidos a uma análise de conteúdo manual dos mesmos no modelo de Bardin (2002). Os resultados apontam para uma visão predominantemente negativa das condições de inclusão oferecidas pela escola, consideradas como inadequadas. Isto é agravado pela insuficiência em termos de capacitação dos professores para o trabalho inclusivo. Observa-se, pois, do ponto de vista das participantes, a existência de uma discrepância entre os modelos legal e real de inclusão das crianças surdas em escola regular, que se manifesta em diversos aspectos da prática pedagógica nesse contexto.

Fracasso escolar: visão de professores das séries iniciais : do ensino fundamental da cidade de Cajazeiras PB

O fracasso escolar tem seu enraizamento na implantação de um sistema público de ensino na década de 1920, a qual exerceu decisiva influência sobre os rumos da educação no país nos anos subseqüentes. Embora tenha sido apenas a partir dos anos trinta que o crescimento de uma rede pública de ensino se tornou realidade com o advento do processo de urbanização e industrialização. Tal rede de ensino se orientou pela perspectiva do ideário da Escola Nova. A finalidade deste estudo tem como foco investigar o fracasso escolar a partir da visão de professores dos anos iniciais do ensino fundamental das escolas municipais da cidade de Cajazeiras - PB. Neste contexto, os sujeitos estudados foram os professores dos anos iniciais de escolas públicas, situadas na citada localidade. Utilizou-se como fundamentação metodológica, a abordagem qualitativa. Para tanto, os dados foram analisados mediante embasamento teórico contemplando a interlocução com Laurence Bardin (2004) e pelo software Alceste (REINERT1990). Os resultados demonstram que, na construção da visão do professor, as referências mais apontadas como responsáveis diretos pela produção desse fenômeno dentro da escola, foram os alunos e a família.

Gestão da assistência farmacêutica em municípios do estado da Paraíba (PB): olhando a aplicação de recursos públicos

No contexto da gestão pública contemporânea, este estudo teve por objetivo verificar o desempenho de distintos aspectos da assistência farmacêutica em municípios da Paraíba. Trata-se de uma pesquisa descritiva, realizada a partir de relatórios de fiscalização dos municípios (no período de 2003 a 2010), produzidos pela Controladoria-Geral da União (CGU). O estudo apontou que 98,1% dos municípios apresentaram pelo menos um problema na gestão de recursos e/ou de serviços farmacêuticos; que em 52,7% o controle de estoque não existia ou era deficiente; que em 52,7% não foram observadas as normas de aquisição de medicamentos; que em 38,2% foram constatados desvios de recursos e fraudes do programa; e que em 27,3% dos municípios faltavam medicamentos básicos. Conclui-se que houve importantes problemas de gestão que afetaram processos e a qualidade da prestação dos serviços aos cidadãos.

Staphylococcus aureus enterotoxigênico no vestíbulo nasal de manipuladores de alimentos em cozinhas de hospitais do município de João Pessoa, PB, Brasil

Realizou-se a pesquisa de S. aureus em material de vestíbulo nasal de 78 manipuladores de alimentos que trabalhavam nas cozinhas de 8 hospitais. As cepas isoladas, após a sua identificação bioquímica, foram submetidas a provas de fagotipagem e à verificação da capacidade produtora de enterotoxina estafilocócica. Na produção de enterotoxina utilizou-se um método de cultura em saco de celofane. Nas provas de fagotipagem foram empregados os fagos do Conjunto Básico Internacional e mais sete experimentais (86, 88, 89, 90,92, D11 e HK2) e dois extras (187 e 42D). Dos manipuladores examinados, 33 (42,3%) revelaram-se portadores nasais de S. aureus, sendo que de 5 (6,4%) foram isoladas cepas produtoras de enterotoxina estafilocócica. De dois isolaram-se cepas produtoras de enterotoxina do tipo B e dos outros três indivíduos, cepas produtoras de enterotoxinas dos tipos C, AE e ABE, respectivamente. Das 59 submetidas à fagotipagem, 54 (91,5%) revelaram-se fagotipáveis. Houve predominância de cepas lisadas por fagos do grupo III, seguido pelos NC (Não Classificados), em ambos os casos, isoladamente ou em associação.

The relationships between selected anthropometric and socio-economic data in schoolchildren from different social strata in Rio de Janeiro, Brazil

The nutritional status according to anthropometric data was assessed in 756 schoolchildren from 5 low-income state schools and in one private school in the same part of Rio de Janeiro, Brazil. The prevalence of stunting and wasting (cut-off point: <90% ht/age and <80% wt/ht) ranged in the public schools from 6.2 to 15.2% and 3.3 to 24.0%, respectively, whereas the figures for the private school were 2.3 and 3.5%, respectively. Much more obesity was found in the private school (18.0%) than in the state schools (0.8 - 6.2%). Nutritional problems seem to develop more severely in accordance with the increasing age of the children. Therefore it appears advisable to assess schoolchildren within the context of a nutritional surveillance system.

On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression

Lossless compression algorithms of the Lempel-Ziv (LZ) family are widely used nowadays. Regarding time and memory requirements, LZ encoding is much more demanding than decoding. In order to speed up the encoding process, efficient data structures, like suffix trees, have been used. In this paper, we explore the use of suffix arrays to hold the dictionary of the LZ encoder, and propose an algorithm to search over it. We show that the resulting encoder attains roughly the same compression ratios as those based on suffix trees. However, the amount of memory required by the suffix array is fixed, and much lower than the variable amount of memory used by encoders based on suffix trees (which depends on the text to encode). We conclude that suffix arrays, when compared to suffix trees in terms of the trade-off among time, memory, and compression ratio, may be preferable in scenarios (e.g., embedded systems) where memory is at a premium and high speed is not critical.

Automatic assignment of absolute configuration from 1D NMR data

Opposite enantiomers exhibit different NMR properties in the presence of an external common chiral element, and a chiral molecule exhibits different NMR properties in the presence of external enantiomeric chiral elements. Automatic prediction of such differences, and comparison with experimental values, leads to the assignment of the absolute configuration. Here two cases are reported, one using a dataset of 80 chiral secondary alcohols esterified with (R)-MTPA and the corresponding 1H NMR chemical shifts and the other with 94 13C NMR chemical shifts of chiral secondary alcohols in two enantiomeric chiral solvents. For the first application, counterpropagation neural networks were trained to predict the sign of the difference between chemical shifts of opposite stereoisomers. The neural networks were trained to process the chirality code of the alcohol as the input, and to give the NMR property as the output. In the second application, similar neural networks were employed, but the property to predict was the difference of chemical shifts in the two enantiomeric solvents. For independent test sets of 20 objects, 100% correct predictions were obtained in both applications concerning the sign of the chemical shifts differences. Additionally, with the second dataset, the difference of chemical shifts in the two enantiomeric solvents was quantitatively predicted, yielding r2 0.936 for the test set between the predicted and experimental values.

Palaeomagnetism, rock magnetism and AMS of the Cabo Magmatic Province, NE Brazil, and the opening of South Atlantic

P>Reconstruction of the South Atlantic opening has long been a matter of debate and several models have been proposed. One problem in tracing properly the Atlantic history arises from the existence of a long interval without geomagnetic reversals, the Cretaceous Normal Superchron, for which ages are difficult to assign. Palaeomagnetism may help in addressing this issue if high-quality palaeomagnetic poles are available for the two drifting continental blocks, and if precise absolute ages are available. In this work we have investigated the Cabo Magmatic Province, northeastern Brazil, recently dated at 102 +/- 1 Ma (zircon fission tracks, Ar39/Ar40). All volcanic and plutonic rocks showed stable thermal and AF demagnetization patterns, and exhibit primary magnetic signatures. AMS data also support a primary origin for the magnetic fabric and is interpreted to be contemporaneous of the rock formation. The obtained pole is located at 335.9 degrees E/87.9 degrees S (N = 24; A(95) = 2.5; K = 138) and satisfies modern quality criteria, resulting in a reference pole for South America at similar to 100 Ma. This new pole also gives an insight to test and discuss the kinematic models currently proposed for the South Atlantic opening during mid-Cretaceous.

Lightning Data Observed With Lightning Location System in Portugal

This paper presents an investigation into cloud-to-ground lightning activity over the continental territory of Portugal with data collected by the national Lightning Location System. The Lightning Location System in Portugal is first presented. Analyses about geographical, seasonal, and polarity distribution of cloud-to-ground lightning activity and cumulative probability of peak current are carried out. An overall ground flash density map is constructed from the database, which contains the information of more than five years and almost four million records. This map is compared with the thunderstorm days map, produced by the Portuguese Institute of Meteorology, and with the orographic map of Portugal. Finally, conclusions are duly drawn.

Study of the Saldanha Massif (MAR, 36 degrees 34 ' N): Constrains from rock magnetic and geophysical data

We present a study of the magnetic properties of a group of basalt samples from the Saldanha Massif (Mid-Atlantic Ridge - MAR - 36degrees 33' 54" N, 33degrees 26' W), and we set out to interpret these properties in the tectono-magmatic framework of this sector of the MAR. Most samples have low magnetic anisotropy and magnetic minerals of single domain grain size, typical of rapid cooling. The thermomagnetic study mostly shows two different susceptibility peaks. The high temperature peak is related to mineralogical alteration due to heating. The low temperature peak shows a distinction between three different stages of low temperature oxidation: the presence of titanomagnetite, titanomagnetite and titanomaghemite, and exclusively of titanomaghemite. Based on established empirical relationships between Curie temperature and degree of oxidation, the latter is tentatively deduced for all samples. Finally, swath bathymetry and sidescan sonar data combined with dive observations show that the Saldanha Massif is located over an exposed section of upper mantle rocks interpreted to be the result of detachment tectonics. Basalt samples inside the detachment zone often have higher than expected oxidation rates; this effect can be explained by the higher permeability caused by the detachment fault activity.