O desenvolvimento da leitura em função de diferentes métodos

Dissertação apresentada à Escola Superior de Educação de Lisboa no âmbito do Mestrado em Ensino Especial

Node adaptation for global collocation with radial basis functions using direct multisearch for multiobjective optimization

Meshless methods are used for their capability of producing excellent solutions without requiring a mesh, avoiding mesh related problems encountered in other numerical methods, such as finite elements. However, node placement is still an open question, specially in strong form collocation meshless methods. The number of used nodes can have a big influence on matrix size and therefore produce ill-conditioned matrices. In order to optimize node position and number, a direct multisearch technique for multiobjective optimization is used to optimize node distribution in the global collocation method using radial basis functions. The optimization method is applied to the bending of isotropic simply supported plates. Using as a starting condition a uniformly distributed grid, results show that the method is capable of reducing the number of nodes in the grid without compromising the accuracy of the solution. (C) 2013 Elsevier Ltd. All rights reserved.

Global and local detection of liver steatosis from ultrasound

Liver steatosis is a common disease usually associated with social and genetic factors. Early detection and quantification is important since it can evolve to cirrhosis. Steatosis is usually a diffuse liver disease, since it is globally affected. However, steatosis can also be focal affecting only some foci difficult to discriminate. In both cases, steatosis is detected by laboratorial analysis and visual inspection of ultrasound images of the hepatic parenchyma. Liver biopsy is the most accurate diagnostic method but its invasive nature suggest the use of other non-invasive methods, while visual inspection of the ultrasound images is subjective and prone to error. In this paper a new Computer Aided Diagnosis (CAD) system for steatosis classification and analysis is presented, where the Bayes Factor, obatined from objective intensity and textural features extracted from US images of the liver, is computed in a local or global basis. The main goal is to provide the physician with an application to make it faster and accurate the diagnosis and quantification of steatosis, namely in a screening approach. The results showed an overall accuracy of 93.54% with a sensibility of 95.83% and 85.71% for normal and steatosis class, respectively. The proposed CAD system seemed suitable as a graphical display for steatosis classification and comparison with some of the most recent works in the literature is also presented.

Avaliação geriátrica global integrada: perspetiva de atuação na prática clínica

O envelhecimento progressivo da população idosa, com aumento de prevalência de doenças crónicas, está associado a um aumento da prevalência de deterioração funcional, dependência, admissões hospitalares, e maior morbilidade e mortalidade. É nosso objetivo sinalizar a estrutura da avaliação geriátrica global integrada e a demonstração da sua eficiência na prática clinica. A avaliação geriátrica global integrada (AGGI) constitui desejavelmente uma prática multidimensional, sistemática, de caracterização do estado clínico, nutricional, funcional, qualidade de vida e aspectos sociais em pessoas idosas. A equipa de profissionais que a elaboram deverá ser multiprofissional de acordo com a diversidade de competências necessárias para uma avaliação que, a nível hospitalar, será efetuada na admissão e na alta do doente. Recomenda-se que seja protocolada em todas as instituições, que haja um registo único, onde todos os profissionais possam colocar as suas observações, constituindo uma forma eficiente de informação entre os intervenientes profissionais, os seus pares e os doentes e suas redes de apoio. A utilização de questionários de risco validados constitui uma mais valia na deteção de risco ou de situações já alteradas mas subnotificadas e no planeamento da sua intervenção. Após a realização da AGGI, deverá ser delineada e registada uma estratégia de intervenção, com o estabelecimento de objetivos a curto e a longo prazo, a serem monitorizados e ajustados, de acordo com a necessidade. A evidência científica tem demonstrado que a prática da AGGI constitui um método eficaz na redução da morbilidade e mortalidade em indivíduos idosos.

GLODS: Global and Local Optimization using Direct Search

Locating and identifying points as global minimizers is, in general, a hard and time-consuming task. Difficulties increase in the impossibility of using the derivatives of the functions defining the problem. In this work, we propose a new class of methods suited for global derivative-free constrained optimization. Using direct search of directional type, the algorithm alternates between a search step, where potentially good regions are located, and a poll step where the previously located promising regions are explored. This exploitation is made through the launching of several instances of directional direct searches, one in each of the regions of interest. Differently from a simple multistart strategy, direct searches will merge when sufficiently close. The goal is to end with as many direct searches as the number of local minimizers, which would easily allow locating the global extreme value. We describe the algorithmic structure considered, present the corresponding convergence analysis and report numerical results, showing that the proposed method is competitive with currently commonly used global derivative-free optimization solvers.