A Neural Network for Stance Phase detection in smart cane users

Slides from conferencePersons with disabilities often rely on assistive devices to carry on their Activities of Daily Living. Deploying sensors on these devices may provide continuous valuable knowledge on their state and condition. Canes are among the most frequently used assistive devices, regularly employed for ambulation by persons with pain on lower limbs and also for balance. Load on canes is reportedly a meaningful condition indicator. Ideally, it corresponds to the time cane users support weight on their lower limb (stance phase). However, in reality, this relationship is not straightforward. We present a Multilayer Perceptron to reliably predict the Stance Phase in cane users using a simple support detection module on commercial canes. The system has been successfully tested on five cane users in care facilities in Spain. It has been optimized to run on a low cost microcontroller.This work has been supported by: Proyectos Puente and programa operativo de empleo juvenil (UMAJI58) and Plan Propio de Investigación at University of Malaga and the Swedish Knowledge Foundation (KKS) through the research profile Embedded Sensor Systems for Health (ESS−H) at Malardalen University, Sweden. Authors would like to ac- knowledge PONIENTE and LOS NARANJOS senior centers for their support during the tests. Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tec

Textiloma: a case of foreign body mimicking a spinal mass

Items such as cotton or gauze pads can be mistakenly left behind during operations. Such foreign materials (called textilomas or gossypibomas) cause foreign body reaction in the surrounding tissue. The complications caused by these foreign bodies are well known, but cases are rarely published because of medico-legal implications. Some textilomas cause infection or abscess formation in the early stage, whereas others remain clinically silent for many years. Here, we describe a case of textiloma in which the patient presented with low-back pain 4 years after lumbar discectomy. Imaging revealed an abcess-like mass in the lumbar epidural space

Developing a Citizen Social Science approach to understand urban stress and promote wellbeing in urban communities

This paper sets out the future potential and challenges for developing an interdisciplinary, mixed-method Citizen Social Science approach to researching urban emotions. It focuses on urban stress, which is increasingly noted as a global mental health challenge facing both urbanised and rapidly urbanising societies. The paper reviews the existing use of mobile psychophysiological or biosensing within urban environments—as means of ‘capturing’ the urban geographies of emotions. Methodological reflections are included on primary research using biosensing in a study of workplace and commuter stress for university employees in Birmingham (UK) and Salzburg (Austria) for illustrative purposes. In comparing perspectives on the conceptualisation and measurement of urban stress from psychology, neuroscience and urban planning, the difficulties of defining scientific constructs within Citizen Science are discussed to set out the groundwork for fostering interdisciplinary dialogue. The novel methods, geo-located sensor technologies and data-driven approaches to researching urban stress now available to researchers pose a number of ethical, political and conceptual challenges around defining and measuring emotions, stress, human behaviour and urban space. They also raise issues of rigour, participation and social scientific interpretation. Introducing methods informed by more critical Citizen Social Science perspectives can temper overly individualised forms of data collection to establish more effective ways of addressing urban stress and promoting wellbeing in urban communities

Avaliação descritiva sobre o uso de esteroides anabolizantes e seu efeito sobre as variáveis bioquímicas e neuroendócrinas em indivíduos que praticam exercício resistido Descriptive assessment on the use of anabolic steroids and their effect on the biochemical and neuroendocrine variables in practitioners of resisted exercise

O uso dos esteroides anabolizantes vem se tornando um problema de saúde pública ao longo dos últimos anos. No bojo do uso abusivo, muitos efeitos deletérios são observados, na sua totalidade por disfunções dos vários sistemas fisiológicos. Sendo assim, o objetivo do estudo foi o de avaliar o eixo hipófise-gonadal, a função hormonal, as transaminases hepáticas e o perfil de hemograma de 61 voluntários distribuídos em três grupos: 20 usuários de esteroides anabolizantes praticantes de exercício físico resistido, 21 praticantes de exercício resistido sem uso de esteroides anabolizantes e 20 sedentários. Foi observada elevação do nível de creatina quinase nos dois grupos de indivíduos que se exercitavam de maneira resistida, em relação ao grupo de sedentários (p < 0,001). Redução das gonadotrofinas LH e FSH do grupo de usuários de esteroides anabolizantes e elevação do nível de estradiol, em comparação ao grupo sedentário e treinado que não usa esteroides anabolizantes (p < 0,001). Ainda, foi observada redução da fração HDL do colesterol, em relação aos dois grupos estudados (p < 0,001). Desta maneira, o uso dos esteroides anabolizantes causa alterações bioquímicas que podem levar a instalação de efeitos colaterais.<br>The use of anabolic asteroids has become a public health problem over the last years. Concerning their abusive use, many deleterious effects caused in their totality by dysfunction of the various physiological systems can be observed. Therefore, the aim of the present study was to assess the hypophyseal-gonadal axis, hormone function, hepatic transaminases and hemogram profile of 61 volunteers distributed in three groups: 20 anabolic steroid users, practitioners of resisted physical exercise; 21 practitioners of resisted physical exercise with no use of anabolic steroids and 20 sedentary subjects. Increase of the creatine kinase level was observed in the two exercised groups in comparison to the sedentary group (p < 0.001). Reduction of the LH and FSH gonadotrpins of the steroid users group and increase in the estradiol level were observed in comparison to the sedentary and with no steroid use groups (p < 0.001). Moreover, reduction of the HDL cholesterol fraction was observed in comparison to the two studied groups (p < 0.001). Thus, the use of anabolic steroids causes biochemical alterations which can lead to the installation of collateral effects