Actualities on Nuclear Medicine Applications in Sports Medicine

Aims: This paper aims to address some of the main possible applications of actual Nuclear Medicine Imaging techniques and methodologies in the specific context of Sports Medicine, namely in two critical systems: musculoskeletal and cardiovascular. Discussion: At the musculoskeletal level, bone scintigraphy techniques proved to be a mean of diagnosis of functional orientation and high sensibility compared with other morphological imaging techniques in the detection and temporal evaluation of pathological situations, for instance allowing the acquisition of information of great relevance in athletes with stress fractures. On the other hand, infection/inflammation studies might be of an important added value to characterize specific situations, early diagnose of potential critical issues – so giving opportunity to precise, complete and fast solutions – while allowing the evaluation and eventual optimization of training programs. At cardiovascular system level, Nuclear Medicine had proved to be crucial in differential diagnosis between cardiac hypertrophy secondary to physical activity (the so called "athlete's heart") and hypertrophic cardiomyopathy, in the diagnosis and prognosis of changes in cardiac function in athletes, as well as in direct - and non-invasive - in vivo visualization of sympathetic cardiac innervation, something that seems to take more and more importance nowadays, namely in order to try to avoid sudden death episodes at intense physical effort. Also the clinical application of Positron Emission Tomography (PET) has becoming more and more widely recognized as promising. Conclusions: It has been concluded that Nuclear Medicine can become an important application in Sports Medicine. Its well established capabilities to early detection of processes involving functional properties allied to its high sensibility and the actual technical possibilities (namely those related with hybrid imaging, that allows to add information provided by high resolution morphological imaging techniques, such as CT and/or MRI) make it a powerful diagnostic tool, claiming to be used on an each day higher range of clinical applications related with all levels of sport activities. Since the improvements at equipment characteristics and detection levels allows the use of smaller and smaller doses, so minimizing radiation exposure it is believed by the authors that the increase of the use of NM tools in the Sports Medicine area should be considered.

People counting system using existing surveillance video camera

The Casa da Música Foundation, responsible for the management of Casa da Música do Porto building, has the need to obtain statistical data related to the number of building’s visitors. This information is a valuable tool for the elaboration of periodical reports concerning the success of this cultural institution. For this reason it was necessary to develop a system capable of returning the number of visitors for a requested period of time. This represents a complex task due to the building’s unique architectural design, characterized by very large doors and halls, and the sudden large number of people that pass through them in moments preceding and proceeding the different activities occurring in the building. To achieve the technical solution for this challenge, several image processing methods, for people detection with still cameras, were first studied. The next step was the development of a real time algorithm, using OpenCV libraries and computer vision concepts,to count individuals with the desired accuracy. This algorithm includes the scientific and technical knowledge acquired in the study of the previous methods. The themes developed in this thesis comprise the fields of background maintenance, shadow and highlight detection, and blob detection and tracking. A graphical interface was also built, to help on the development, test and tunning of the proposed system, as a complement to the work. Furthermore, tests to the system were also performed, to certify the proposed techniques against a set of limited circumstances. The results obtained revealed that the algorithm was successfully applied to count the number of people in complex environments with reliable accuracy.

Autores da nossa própria história

Acreditando numa educação social que se quer muito mais do que uma socialização correta e numa educação de adultos que se quer muito mais do que um ajustamento funcional dos indivíduos ao mercado de trabalho, este trabalho desenvolveu-se num Centro Novas Oportunidades (CNO), sedeado numa escola pública do concelho de Penafiel, entre outubro de 2011 e julho de 2012. Através de uma metodologia de investigação-ação participativa, procurou potenciar os campos de interseção entre a educação social e a educação de adultos, inspirando-se no poder libertador e transformador da educação. Num momento em que os adultos vivenciaram o encerramento repentino da Iniciativa Novas Oportunidades, em que estão integrados ou que foram integrantes, e o consequente sentimento de descredibilização social dos processos que frequentavam, este projeto procurou promover nos adultos com quem foi construído, a capacidade de reflexão sobre o seu passado, apropriação crítica do seu presente, a fim de tomarem decisões sobre o seu futuro, e que respondesse aos seus interesses e desejos, numa lógica de solidariedade, justiça e desenvolvimento. As conclusões deste trabalho apontam para a sua capacidade de, numa atitude emancipatória e democrática, analisar criticamente as circunstâncias que enquadram mais um período de transição das políticas públicas no campo da educação de adultos, a partir de uma essencial avaliação isenta e independente do trabalho desenvolvido, pelos seus principais intervenientes: os adultos.