Waiting Time Screening in Diagnostic Medical Imaging - A Case-Based View

Due to the high standards expected from diagnostic medical imaging, the analysis of information regarding waiting lists via different information systems is of utmost importance. Such analysis, on the one hand, may improve the diagnostic quality and, on the other hand, may lead to the reduction of waiting times, with the concomitant increase of the quality of services and the reduction of the inherent financial costs. Hence, the purpose of this study is to assess the waiting time in the delivery of diagnostic medical imaging services, like computed tomography and magnetic resonance imaging. Thereby, this work is focused on the development of a decision support system to assess waiting times in diagnostic medical imaging with recourse to operational data of selected attributes extracted from distinct information systems. The computational framework is built on top of a Logic Programming Case-base Reasoning approach to Knowledge Representation and Reasoning that caters for the handling of in-complete, unknown, or even self-contradictory information.

Chest Breadths to Predict Individuals' Age - A Case Based View

It is well known that rib cage dimensions depend on the gender and vary with the age of the individual. Under this setting it is therefore possible to assume that a computational approach to the problem may be thought out and, consequently, this work will focus on the development of an Artificial Intelligence grounded decision support system to predict individual’s age, based on such measurements. On the one hand, using some basic image processing techniques it were extracted such descriptions from chest X-rays (i.e., its maximum width and height). On the other hand, the computational framework was built on top of a Logic Programming Case Base approach to knowledge representation and reasoning, which caters for the handling of incomplete, unknown, or even contradictory information. Furthermore, clustering methods based on similarity analysis among cases were used to distinguish and aggregate collections of historical data in order to reduce the search space, therefore enhancing the cases retrieval and the overall computational process. The accuracy of the proposed model is satisfactory, close to 90%.

Impact of IS/IT Investments on Firm Performance: Does Stakeholder Orientation Matter?

This research project addresses a central question in the IS business value field: Does IS/IT investments impact positively on firm financial performance? IS/IT investments are seen as having an enormous potential impact on the competitive position of the firm, on its performance, and demand an active and motivated participation of several stakeholder groups. Actual research conducted in the Information Systems field, relating IS/IT investments with firm performance use transactions costs economics and resource-based view of the firm to try to explain and understand that relationship. However, it lacks to stress the importance of stakeholder management, as a moderator variable in that relationship. Stakeholder theory sees the firm as the hub centric to the spokes representing various stakeholders who were in essence equidistant to the firm, and survival and continuing profitability of the corporation depend upon its ability to fulfil its economic and social purpose, which is to create and distribute wealth or value sufficient to ensure that each primary stakeholder group continues as part of the corporation’s stakeholder system. Stakeholder theory in its instrumental version, argues that if a firm pays attention to the stakes of all stakeholder groups (and not just shareholders), it will obtain higher levels of financial performance. With this premise in mind, the aim of this paper is to discuss and test the use of stakeholder theory in the IS business value stream of research, in order to achieve a better understanding of the impact of IS/IT investments on firm performance (moderated by stakeholder management). To achieve the expected impact from an IS/IT investment, it is argued that firms need a strong commitment from those stakeholder groups, which lead us to the need of a corporate “stakeholder orientation”. When firm financial performance is measured by returns on assets (ROA), returns on investments (ROI) and returns on sales (ROS), the results show that “stakeholder orientation” impact positively in the relation between IS/IT and firm performance, using a sample of Portuguese large companies.

A biblioteca escolar/centro de recursos educativos e o currículo - que (inter)ligação?: o caso de Vendas Novas

Este trabalho de investigação centra-se na importância do conhecimento da inter (ligação) entre a Biblioteca Escolar/Centro de Recursos Educativos e o currículo. A problemática da investigação é lançada pela questão que constitui o ponto de partida deste trabalho: “ De que forma é que a Biblioteca Escolar/Centro de Recursos Educativos interage com o Currículo como um recurso do processo de ensino-aprendizagem? “ Tendo como base esta problemática, o corpo da dissertação é constituída por duas panes. A primeira respeitante ao quadro teórico e a segunda referente ao estudo empírico. No quadro teórico procedemos a uma aproximação conceptual à problemática em estudo. Tecemos considerações acerca da evolução da biblioteca escolar, conhecendo igualmente os princípios e as formas de atuar do Programa Rede de Bibliotecas Escolares e a principal legislação sobre este assunto. Refletimos acerca do currículo do ensino pré-escolar e do 1° ciclo do ensino básico, níveis com os quais realizámos a componente empírica do trabalho, identificando a Biblioteca Escolar/Centro de Recursos Educativos como constituindo um recurso fundamental no processo de ensino aprendizagem, no contexto da diferenciação curricular, chamando igualmente a atenção para a importância das parcerias no âmbito da articulação entre o ambiente educacional e o território. A dimensão empírica da pesquisa envolveu a conceção e a testagem de instrumentos de recolha de dados, nomeadamente a análise documental, a observação direta em contexto de Biblioteca Escolar, a realização de entrevistas semi-directivas e a aplicação de um inquérito por questionário aos alunos do 1° ciclo do ensino básico. O conhecimento produzido permitiu-nos responder à problemática objetivada no início da investigação, evidenciando que a Biblioteca Escolar/Centro de Recursos Educativos interage com o Currículo como um recurso do processo de ensino aprendizagem, constituindo-se como um centro de motivação da comunidade educativa que potencia um conjunto de aprendizagens das quais se destacam a leitura e a escrita e as atividades de pesquisa, através da metodologia de projeto. A BE/CRE complementa e enriquece o trabalho da sala de aula, quer ao nível das áreas curriculares disciplinares, quer ao nível das áreas curriculares não disciplinares. Com base nas conclusões resultantes da investigação empírica, terminámos com a formulação de algumas sugestões e recomendações que a evolução do estudo nos foi aconselhando. /ABSTRACT - This research work focuses the importance of the school library/educational resource centre and its connection with the school curriculum. The research was focussed on the following question: “How can the school library/educational resource Centre interact with the curriculum as a teaching resource?” Based on this question, the dissertation includes two distinctive parts. The former concerns the theoretical framework and the latter the empirical study case. As far as the theoretical framework is concerned, we have studied the conceptual facts and drew some major conclusions about the evolution of the school library, taking into account the rules and proceedings of the School Library Network Programme and the legislation on the issue. We went through the curriculum of the kindergarten and the primary school on which we developed our study case. The school library/educational resource centre was, therefore, identified as a fundamental resource in the learning/teaching process for the curricula differentiation. We also emphasized the importance of partnerships to enhance the articulation between the educational environment and school territory. The empirical research included both the conception and the testing of some important data collecting techniques, namely the documentary analysis, direct observation in a School Library, half-directed interviews and a questionnaire which was answered by primary school students. The knowledge acquired allowed us to find possible answers for the question we have asked at the beginning of our research. We can conclude that the School Library/Educational Resource Centre does interact with the curriculum as motivation to improve the process of learning, such as reading and writing, of the educational community. The project work also gains a new perspective as the school library/educational resource centre enriches and complements the classroom work both on the curriculum subjects and non- subject curricular areas. Based on the conclusions we drew from our study case, we make suggestions and recommendations for further research.

Prediction of Length of Hospital Stay in Preterm Infants - A Case-Based Reasoning View

The length of stay of preterm infants in a neonatology service has become an issue of a growing concern, namely considering, on the one hand, the mothers and infants health conditions and, on the other hand, the scarce healthcare facilities own resources. Thus, a pro-active strategy for problem solving has to be put in place, either to improve the quality-of-service provided or to reduce the inherent financial costs. Therefore, this work will focus on the development of a diagnosis decision support system in terms of a formal agenda built on a Logic Programming approach to knowledge representation and reasoning, complemented with a case-based problem solving methodology to computing, that caters for the handling of incomplete, unknown, or even contradictory in-formation. The proposed model has been quite accurate in predicting the length of stay (overall accuracy of 84.9%) and by reducing the computational time with values around 21.3%.

A case-based reasoning view of thrombophilia risk

Thrombophilia stands for a genetic or an acquired tendency to hypercoagulable states that increase the risk of venous and arterial thromboses. Indeed, venous thromboembolism is often a chronic illness, mainly in deep venous thrombosis and pulmonary embolism, requiring lifelong prevention strategies. Therefore, it is crucial to identify the cause of the disease, the most appropriate treatment, the length of treatment or prevent a thrombotic recurrence. Thus, this work will focus on the development of a diagnosis decision support system in terms of a formal agenda built on a logic programming approach to knowledge representation and reasoning, complemented with a case-based approach to computing. The proposed model has been quite accurate in the assessment of thrombophilia predisposition risk, since the overall accuracy is higher than 90% and sensitivity ranging in the interval [86.5%, 88.1%]. The main strength of the proposed solution is the ability to deal explicitly with incomplete, unknown, or even self-contradictory information.