Repositório RCAAP

Is it possible to identify the gender and age group of adults from gait analysis with hip-knee cyclograms?

INTRODUCTION: Cyclograms are gait analysis tools that characterize the geometric aspect of the pattern of locomotion. Cyclograms are angle-angle diagrams that are very useful for representing cyclic patterns such as walking. This study is based on the hypothesis that parameters extracted from hip-knee cyclograms of individuals walking on a treadmill with 0° and 5° slopes can be used to determine the age group and sex of the volunteers. METHODS: In total, 40 physically active healthy adult volunteers, 20 young people (10 of each gender) and 20 elderly (10 of each gender), were divided into 4 groups, and the average value of area (A), perimeter (P) and the ratio P/√A of cyclogram were calculated, as well as the speed and cadence. RESULTS: The young male (YM) speeds were higher than the elderly male (EM) speeds (p=0.00), and the young female (YF) speeds were higher than the elderly female (EF) speeds (p=0.00). No difference in speed was found between YM and YF (p=0.59) or between EM and EF (p=0.95). The parameters extracted directly from the cyclogram allowed us to distinguish the studied groups according to age group (p<0.05), especially with the treadmill inclined at 5°, but it was not enough to determine gender (p&gt;0.51). CONCLUSION: The hypothesis was partially confirmed because parameters extracted from the hip-knee cyclograms could differentiate volunteers by age group but not gender.

Ano

2014

Creators

Abreu,Ródney Silva Naves,Eduardo Lázaro Martins Caparelli,Thiago Bruno Mariano,Daniel Teodoro Gonçalves Dionísio,Valdeci Carlos

A mass-spring model of the auditory system in otosclerosis

INTRODUCTION: This paper aims to describe a model to simulate otosclerosis using a mass-spring model and to correlate the results with the clinical and audiological data on the disease. METHODS: A mass-spring model was used to represent the behavior of the auditory system simulating otosclerosis. The model consisted of six masses (air volume in the external auditory canal; tympanic membrane; malleus; incus; stapes, and cochlear fluid), springs and dashpots simulating the supporting ligaments and muscles. The parameters to simulate the disease were obtained from the literature; stapedial annular ligament stiffness was increased by 10-fold and to 100-fold and stapes mass increased by 5-fold. RESULTS: There was a decrease in stapes displacement in the lower frequencies when the stiffness of the stapedial annular ligament was increased. It was also found a reduction in stapes displacement in the higher frequencies with increased stapes mass. CONCLUSION:The increased stiffness of the stapedial annular ligament can be an indication of early stage disease, whereas increased bone growth suggests disease progression. The results of the simulation are in agreement with the clinical and audiological disease and support the need for further study of the stapedial annular ligament to find ways to evaluate its functioning and thus enable early detection of hearing losses caused by changes in that structure.

Ano

2014

Creators

Fragoso,Lygia Bueno Magalhães,Max de Castro Las Casas,Estevam Barbosa de Santos,Juliana Nunes Rabelo,Alessandra Terra Vasconcelos Oliveira,Rafaella Cristina

Measurement and evaluation of human exposure to vibration transmitted to hand-arm system during leisure cyclist activity

INTRODUCTION: The cycling activity has increased in recent years, either as a means of leisure or physical activity or as means of transport. Discomfort is one of the main complaints for cyclists, especially when related to the type o pavement they use while riding. This work presents a study of measurement and evaluation of human exposure to hand-arm vibration in the leisure cyclist activity in different pavements in order to classify according to vibration discomfort and to vibration injury risk. METHODS: Vibration measurements are performed for three pavement types, asphalt (AS), precast concrete slab (PC), and interlocking concrete blocks (BI), using two bicycle models (time trial speed racing bike, S and mountain bike, MB), and cyclists with different physical characteristics. It is performed a quantitative analysis of each configuration - pavement type × bike model × cyclist - where the daily vibration exposure A(8) is evaluated, as defined in ISO 5349-1 Standard, for 2h daily exposure. It is also evaluated the maximum daily exposure in order to reach limit values, as defined by Directive 2002/44/EC. RESULTS: Based on a subjective analysis (survey), it is evaluated the comfort degree for vibration exposure for each tested pavement, according to a survey within cyclists. Finally, the results are compared using both quantitative and subjective analysis. CONCLUSIONS: Not surprisingly, it has been noticed that the most comfortable pavement type is the asphalt pavement (AS), followed by the precast concrete pavement (PC) and by the interlocking concrete blocks pavement (BI), confirming the opinion pool within cyclists. As a new finding, for some pavement types, bikes and daily journey activities, the vibration levels may reach health limit levels which justify the originality of the work and the importance as guidance for healthy public decisions for new cycle paths.

Ano

2014

Creators

Gomes,Herbert Martins Savionek,Daniel

Proposing the novelty classifier for face recognition

INTRODUCTION: Face recognition, one of the most explored themes in biometry, is used in a wide range of applications: access control, forensic detection, surveillance and monitoring systems, and robotic and human machine interactions. In this paper, a new classifier is proposed for face recognition: the novelty classifier. METHODS: The performance of a novelty classifier is compared with the performance of the nearest neighbor classifier. The ORL face image database was used. Three methods were employed for characteristic extraction: principal component analysis, bi-dimensional principal component analysis with dimension reduction in one dimension and bi-dimensional principal component analysis with dimension reduction in two directions. RESULTS: In identification mode, the best recognition rate with the leave-one-out strategy is equal to 100%. In the verification mode, the best recognition rate was also 100%. For the half-half strategy, the best recognition rate in the identification mode is equal to 98.5%, and in the verification mode, 88%. CONCLUSION: For face recognition, the novelty classifier performs comparable to the best results already published in the literature, which further confirms the novelty classifier as an important pattern recognition method in biometry.

Ano

2014

Creators

Costa Filho,Cicero Ferreira Fernandes Falcão,Thiago de Azevedo Costa,Marly Guimarães Fernandes Pereira,José Raimundo Gomes

Study of muscle fatigue in isokinetic exercise with estimated conduction velocity and traditional electromyographic indicators

INTRODUCTION: In the study of human biomechanics, it is often desirable to evaluate fatigue in the muscles that are involved in performing a particular task. Identifying the phenomena responsible for this condition is a problem that in most cases is complex and requires appropriate research mechanisms. Isokinetic dynamometry (ID) and surface electromyography (SEMG) are two techniques widely used in studies on strength and muscle fatigue. Their effectiveness is conditioned upon a good understanding of their limitations and the adoption of procedures to fully exploit the potential of each one. The main goal of the present study is to verify whether the electromyographic parameters, especially the conduction velocity (CV), are sensitive to the fatigue instauration process within sets of maximal isokinetic contractions. CV is a basic physiological parameter directly related to muscle activity and still little explored in experiments combining ID and SEMG. METHODS: Instrumentation architecture that combines ID and SEMG was used to estimate electromyographic and biomechanical parameters in protocols of maximum intensity isokinetic knee extension exercises. This architecture allows for limiting the parameter estimates to a specific region of isokinetic exercise, called the isokinetic load range (ILR), where one can consider that the angular velocity is constant and the SEMG signals are cyclo-stationary. Electromyographic signals were acquired using an array of electrodes. CONCLUSION: The results suggest that CV and the other SEMG parameters, including amplitude and frequency descriptors, are sensitive to detect a fatigue process only in protocols that restrict the analysis to ILR and that also bring the subject to a state of fatigue quickly.

Ano

2014

Creators

Schwartz,Fabiano Peruzzo Bottaro,Martim Celes,Rodrigo Souza Pereira,Maria Claudia Rocha Júnior,Valdinar de Araújo Nascimento,Francisco Assis de Oliveira

Robust evaluation of time since awakening using force platform posturography

INTRODUCTION: Sleepiness is responsible for a considerable proportion of traffic accidents. It is thus an important traffic safety issue to find a robust, objective and practical way to estimate the amount of time a person has been awake. To attempt to meet this goal, we investigated the relationship between sleepiness and posture control. METHODS: Subjects were kept awake for 36 hours and posturographic data during quiet standing were collected every two hours by means of a force platform. The standing surface (rigid surface or foam surface) and visual (eyes open or eyes closed) conditions were manipulated. RESULTS: In the more challenging conditions (with foam surface and/or eyes closed), the body sway variables derived from the center of the pressure measurement increased significantly when time since awakening became greater than 21 h in almost all subjects. CONCLUSION: Based on this result, we propose a practical protocol that could robustly assess whether time since awakening was greater than 21 h.

Ano

2014

Creators

Pham,Quang-Cuong Mello,Marco Túlio de Narciso,Fernanda Veruska Mônico Neto,Marcos Teixeira,Cristiane Westin Antonietti,Leandro Stetner Garbuio,Silvério Aparecido Fernandes Júnior,Sílvio de Araújo Koyama,Renata Guedes Duarte,Marcos Tufik,Sérgio

Impact evaluation of the geometry on measurements of solid radioactive waste exposure rates in nuclear medicine

INTRODUCTION: The objective of this paper is to verify the influence of the source geometry on Geiger Müller (GM) exposure rate data. This paper presents a validation of an application based on Monte Carlo (MC) data simulated using Geant4, based on a comparison of the exposure rates calculated via MC and Deterministic Calculations (DC) to experimental (measured) exposure rates. METHODS: Experimental data that were collected through measurements of standard sources were used for MC and DC validation. In addition, the best method of analyzing the impact of the real source geometry on calculations of a descarpack box of radioactive waste was verified. Furthermore, were estimated the exposure rates from a homogeneous solid waste box (used at clinical sites) and from a point source. These results were compared to confirm possible discrepancies related to source geometry in exposure rates collected using a GM detector. RESULTS: The investigated estimation methods were statistically compared; the MC presented higher agreement with the experimental data than did the deterministic calculations. The impact of considering a point source instead of the real geometry (descarpack box) was an underestimation of between 20% and 70%, depending on the source - detector distance and the isotope evaluated. CONCLUSION: The DC always presented a higher difference with respect to the experimental data than did the MC calculation. The use of realistic geometry proved to exert a significant impact on the exposure rate data for solid radioactive waste compared with the exposure rate induced by a point source; the exposure rate estimation obtained using the real geometry was always at least 16% higher than the estimation obtained for a point source, and some differences greater than 50% were found.

Ano

2014

Creators

Brambilla,Cláudia Régio Hoff,Gabriela

Automatic segmentation and classification of blood components in microscopic images using a fuzzy approach

INTRODUCTION: Automatic detection of blood components is an important topic in the field of hematology. Segmentation is an important step because it allows components to be grouped into common areas and processed separately. This paper proposes a method for the automatic segmentation and classification of blood components in microscopic images using a general and automatic fuzzy approach. METHODS: During pre-processing, the supports of the fuzzy sets are automatically calculated based on the histogram peaks in the green channel of the RGB image and the Euclidean distance between the leukocyte nuclei centroids and the remaining pixels. During processing, fuzzification associates the degree of pertinence of the gray level of each pixel in the regions defined in the histogram with the proximity of the leukocyte nucleus centroid closest to the pixel. The fuzzy rules are then applied, and the image is defuzzified, resulting in the classification of four regions: leukocyte nuclei, leukocyte cytoplasm, erythrocytes and blood plasma. In post-processing, false positives are reduced and the leukocytes (including the nucleus and cytoplasm), erythrocytes and blood plasma are segmented. RESULTS: A total of 530 microscopic images of blood smears were processed, and the results were compared with the results of manual segmentation by experts and the accuracy rates of other approaches. CONCLUSION: The method demonstrated average accuracy rates of 97.31% for leukocytes, 95.39% for erythrocytes and 95.06% for blood plasma, avoiding the limitations found in the literature and contributing to the practice of the segmentation of blood components.

Ano

2014

Creators

Vale,Alessandra Mendes Pacheco Guerra Guerreiro,Ana Maria Guimarães Dória Neto,Adrião Duarte Cavalvanti Junior,Geraldo Barroso Leitão,Victor Cezar Lucena Tavares de Sá Martins,Allan Medeiros

A systematic review on the evaluation and characteristics of computer-aided diagnosis systems

INTRODUCTION: One of the challenges in developing Computer-Aided Diagnosis (CAD) systems is their accurate and comprehensive assessment. This paper presents the conduction and results of a systematic review (SR) that aims to verify the state of the art regarding the assessment of CAD systems. This survey provides a general analysis of the current status of the design, development and assessment of such systems and includes discussions on the most used metrics and approaches that could be utilized to obtain more objective evaluation methods. METHODS: The SR was conducted using the scientific databases, ACM Digital Library, IEEE Xplore Digital Library, ScienceDirect and Web of Science. Inclusion and exclusion criteria were defined and applied to each retrieved work to select those of interest. From 156 studies retrieved, 100 studies were included. Results: There is a number of abnormalities that have been used for the development of CAD systems. Images from computed tomographies and mammographies are the most encountered types of medical images. Additionally, a number of studies used public databases for CAD evaluations. The main evaluation metrics and methods applied to CAD systems include sensitivity, accuracy, specificity and receiver operating characteristic (ROC) analyses. In the assessed CAD systems that used the segmentation method, 30.0% applied the overlap measure. DISCUSSION: There remain several topics to explore for the assessment of CAD schemes. While some evaluation metrics are traditionally used, they require a prior knowledge of case characteristics to test CAD systems. We were not able to identify articles that use software testing to evaluate CAD systems. Thus, we realize that there is a gap between CAD assessments and traditional practices of software engineering. However, the scope of this research is limited to scientific and academic works and excludes commercial interests. Finally, we discuss potential research studies within this scope to create a more objective and efficient evaluation of CAD systems.

Ano

2014

Creators

Gonçalves,Vagner Mendonça Delamaro,Márcio Eduardo Nunes,Fátima de Lourdes dos Santos

Advances and perspectives of mechanomyography

INTRODUCTION: The evaluation of muscular tissue condition can be accomplished with mechanomyography (MMG), a technique that registers intramuscular mechanical waves produced during a fiber's contraction and stretching that are sensed or interfaced on the skin surface. OBJECTIVE: Considering the scope of MMG measurements and recent advances involving the technique, the goal of this paper is to discuss mechanomyography updates and discuss its applications and potential future applications. METHODS: Forty-three MMG studies were published between the years of 1987 and 2013. RESULTS: MMG sensors are developed with different technologies such as condenser microphones, accelerometers, laser-based instruments, etc. Experimental protocols that are described in scientific publications typically investigated the condition of the vastus lateralis muscle and used sensors built with accelerometers, third and fourth order Butterworth filters, 5-100Hz frequency bandpass, signal analysis using Root Mean Square (RMS) (temporal), Median Frequency (MDF) and Mean Power Frequency (MPF) (spectral) features, with epochs of 1 s. CONCLUSION: Mechanomyographic responses obtained in isometric contractions differ from those observed during dynamic contractions in both passive and functional electrical stimulation evoked movements. In the near future, MMG features applied to biofeedback closed-loop systems will help people with disabilities, such as spinal cord injury or limb amputation because they may improve both neural and myoelectric prosthetic control. Muscular tissue assessment is a new application area enabled by MMG; it can be useful in evaluating the muscular tonus in anesthetic blockade or in pathologies such as myotonic dystrophy, chronic obstructive pulmonary disease, and disorders including dysphagia, myalgia and spastic hypertonia. New research becomes necessary to improve the efficiency of MMG systems and increase their application in rehabilitation, clinical and other health areas.

Ano

2014

Creators

Krueger,Eddy Scheeren,Eduardo Mendonça Nogueira-Neto,Guilherme Nunes Button,Vera Lúcia da Silveira Nantes Nohama,Percy

A computational tool as support in B-mode ultrasound diagnostic quality control

INTRODUCTION: The quality control (QC) of biomedical equipment is a very important process for the quality assurance of the instruments used in diagnoses and treatments. Ultrasound diagnostic imaging is one of the most widely used techniques for diagnostic imaging in hospitals and medical clinics. However, the time required to complete several B-mode imaging QC tests in ultrasound equipment is very critical for a hospital with a high number of exams. Here, we present a computational tool to assist in the acquisition and storage of data from multiple QC tests in B-mode ultrasound diagnostic equipment to promote an efficient alternative for QC in clinical routines. METHODS: The project was planned and implemented in C++ programming language and compiled for two computing platforms: Windows and Linux. The most common QC routine tests for B-mode ultrasound were combined in a simple graphical user interface. RESULTS: After entering all of the correct QC information in the graphical user interface, a final report in PDF format was created. CONCLUSION: The proposed program has been helpful for students and diagnostic professionals and is a quick and easy application for several QC tests for B-mode ultrasound diagnostic equipment. Our program seeks to help in the dissemination and application of QC tests for B-mode ultrasound equipment in hospitals and clinics and for the technical training of ultrasound professionals.

Ano

2014

Creators

Senra Filho,Antonio Carlos da Silva Rodrigues,Erbe Pandini Elias Junior,Jorge Carneiro,Antonio Adilton Oliveira

Vertical force calibration of smart force platform using artificial neural networks

INTRODUCTION: The human body may interact with the structures and these interactions are developed through the application of contact forces, for instance due to walking movement. A structure may undergo changes in the dynamic behaviour when subjected to loads and human bodies. The aim of this paper is to propose a methodology using Artificial Neural Networks (ANN) to calibrate a force platform in order to reduce uncertainties in the vertical Ground Reaction Force measurements and positioning of the applied force for the human gait. METHODS: Force platforms have been used to evaluate the pattern of applied human forces and to fit models for the interaction between pedestrians and structures. The designed force platform consists in two force plates placed side by side in the direction of walking. The reference voltages applied to the Wheatstone bridge were used for calibration as the input data to the ANN, while the output data were the estimated values of the standard weights applied to the force platform. RESULTS: It was presented a framework to enhance traditional calibration methods for force platforms (vertical component) using an ANN. The use of ANN shows significant improvements for the measured variables, leading to better results with lower uncertain values that are smaller than those using a simple traditional calibration. CONCLUSION: The results suggest that the calibration with the ANN method may be useful in obtaining more accurate vertical Ground Reaction Forces and positioning measurements in a force platform for human gait analysis.

Ano

2014

Creators

Toso,Marcelo André Gomes,Herbert Martins

EDITORIAL: COMPREENSÕES E SIGNIFICADOS DO LAZER

A Revista Brasileira de Estudos do Lazer – RBEL surge como uma ação prioritária da ANPEL, enquanto veículo de difusão das pesquisas temáticas ao lazer. Tal Revista representa assim um singular avanço na disseminação do conhecimento no lazer a exemplo do que já tradicionalmente ocorre com outras relevantes associações similares pelo mundo que também lançaram seus respectivos periódicos, como o Annals of Leisure Research da Australian and New Zealand Association for Leisure Studies – ANZALS (Austrália e Nova Zelândia), a Loisir/Leisure da Canadian Association for Leisure Studies – CALS (Canadá), o Leisure Studies Journal da Leisure Studies Association – LSA (Reino Unido) e o World Leisure Journal da World Leisure Organization (Organização das Nações Unidas).

Ano

2014

Creators

Uvinha, Ricardo Ricci

LEISURE: HUMAN NEED AND DIMENSION OF CULTURE

The purpose of this article is to discuss two theoretical and conceptual approaches of leisure. The first was systematized during the twentieth century by authors of different nationalities, mainly European and Americans. It is considered the hegemonic understand because leisure as opposed to work. The other approach, incipient in studies on the subject, sees leisure as human need and dimension of culture. This concept of leisure consists in the articulation of three fundamental elements: playfulness, cultural manifestations and social time / space. While a fundamental human need, leisure can be satisfied in multiple ways, according to the values and interests of individuals, groups and institutions in every historical, social and cultural context. Thus, leisure is a complex social practice that encompasses a multitude of cultural and ludic experiences contextualized and historically situated. The discussions are finalized highlighting the importance of considering a counter-hegemonic leisure and transformational perspective.

Ano

2014

Creators

Gomes, Christianne Luce

AN APPROACH TO VALUABLE LEISURE

The paper presents the first results of a forthcoming book of the author, currently in press, collecting research conducted in the last years. It explains what is to be understood by the term 'valuable leisure', as well as by similar concepts that contribute to the understanding of its process of gestation. In the second part, various reference concepts that help to the study and comprehension of valuable leisure are developed within the paradigm of complex thought.

Ano

2014

Creators

Cabeza, Manuel Cuenca

WHEN WORK IS ESSENTIALLY LEISURE

Some work, called here “devotee work,” is so attractive that it is essentially leisure for those engaging in it. For them the only important difference between their work and what their counterparts in serious leisure do is that devotee workers get paid for their efforts. Occupational devotees turn up chiefly, though not exclusively, in four areas of the economy, providing work there is, at most, only lightly bureaucratized: certain small businesses, the skilled trades, the consulting and counselling occupations, and the public- and client-centered professions. In short, occupational devotees and serious leisure enthusiasts intensely love the same activity, finding there a powerfully attractive work or leisure career. Thus work and leisure are, contrary to conventional wisdom, neither wholly separate nor mutually antagonistic spheres of modern life. The close relationship, examined here between serious leisure and occupational devotion demonstrates that there can be joy in work just as in leisure and that this joy is, at bottom, qualitatively the same in both worlds. In other words such joy is basically a shared sentiment, in that the core activities in work and leisure which are so powerfully attractive – and which foster the joy – are highly similar, and in some instances, literally identical.

Ano

2014

Creators

Stebbins, Robert A.

ENTREVISTA COM CHRIS ROJEK: PERCURSO ACADÊMICO E APROXIMAÇÃO COM OS ESTUDOS DO LAZER

O artigo em questão traz uma entrevista realizada com o Professor Chris Rojek. Autor de diversos artigos e livros relacionados à temática do Lazer, o sociólogo britânico descreve seu percurso como pesquisador, sua compreensão do Lazer contemporâneo e suas críticas a esse campo de estudos. As perguntas foram formuladas com o objetivo de trazer à tona conceitos polêmicos desenvolvidos em sua obra, como o “lazer anormal”, e questões da atualidade, como a influência dos meios de comunicação nas relações interpessoais e nos movimentos de resistência espalhados pelo mundo.

Ano

2014

Creators

Castilho, César Teixeira

LAZINESS, GUILT AND TIME: REFLECTIONS ON CONTEMPORARY LEISURE.

This essay will present a reflection on leisure, and the characteristics of contemporary society, illustrating some of the constitutive aspects of contemporary society, such as the desecration of the sacred, the process of rationalization of the world and the commodification of relationships, to develop a definition of leisure. The pleasure, therefore, is a way of knowing the world and its main feature is the free time with fun, playfulness and pleasure. This initial design will be confronted with the issues presented in the film Drained, seeking to highlight aspects such as laziness, guilt and a linear conception of time. Finally, the paper attempts to point out the theoretical contributions of this confrontation between leisure, perceived in the contemporary, and the film in question.

Ano

2015

Creators

Almeida, Marco Bettine Gutierrez, Gustavo Luis

EDITORIAL: LAZER E TURISMO

Apresentação do Dossiê sobre “Lazer e Turismo”, bem como dos três artigos que o compõem, que foram elaborados pelos seguintes autores: Luzia Neide Coriolano e Fábio Perdigão Vasconcelos (Universidade Estadual do Ceará), Rafael Chequer Bauer e Alexandre Panosso Netto (Instituto Federal de Educação, Ciência e Tecnologia de São Paulo e Universidade de São Paulo, respectivamente) e Susana Gastal (Universidade de Caxias do Sul).

Ano

2014

Creators

Gomes, Christianne Luce Trigo, Luiz Gonzaga Godoi

LEISURE AND TOURISM: NEW CENTRALITIES OF CONTEMPORARY SOCIETY

This article detaches transformations occurred on contemporary Society, postmodern and flexible in relation to leisure and tourism. It displays leisure in centuries ago as human necessity, realized freely intercalary with labor, as personal activity, creative, volunteer, liberator, fundamental to human realization and as industrial society turning work in a reference creates free time and leisure to recover working force. Capitalist society turns work into alienation, it makes a way of accumulation and exploration of working force and turns leisure into tourism and consumption. It denies leisure transforming it in business. Approaches flexible society that, among services, turns leisure and tourism into new centralities and presents two axles of tourism: the conventional one and the community showing the counterpoints. The text presents leisure and tourism humanized on Milton Santos’ perspective, hence stablishes a parallel between conventional and community tourism, based on the study of traditional communities. It analyzes social individuals facing tourism, as the State that is satisfied in standardize and offer infrastructure, the enterprises that are charges on social an environmental responsibility and the communities that create a new alternative on making tourism.

Ano

2014

Creators

Coriolano, Luzia Neide Vasconcelos, Fábio Perdigão