Human Gait Analysis And Applications
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Human Gait Analysis And Applications
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Author :
language : en
Publisher:
Release Date : 1983
Human Gait Analysis And Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with categories.
Modern Methods For Affordable Clinical Gait Analysis
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Author : Anup Nandy
language : en
Publisher: Academic Press
Release Date : 2021-07-27
Modern Methods For Affordable Clinical Gait Analysis written by Anup Nandy and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-27 with Technology & Engineering categories.
Modern Methods for Affordable Clinical Gait Analysis: Theories and Applications in Healthcare Systems is a handbook of techniques, tools and procedures for the study and improvement of human gait. It gives a concise description of clinical gait analysis, especially gait abnormality detection problems and therapeutic interventions using inexpensive devices. A brief demonstration on validation testing of these devices for its clinical applicability is also presented. Content coverage also includes step-by-step processing of the data acquired from these devices. Future perspectives of low-cost clinical gait assessment systems are explored. This book bridges the gap between engineering and biomedical fields as it diagnoses and monitors neuro-musculoskeletal abnormalities using the latest technologies. The authors discuss how early detection technology allows us to take precautionary measures, in order to delay the degeneration process, through development of a clinical gait analysis tool. One unique feature of this book is that it pays significant attention to the challenges of conducting gait analysis in developing countries with limited resources. This reference will guide you through setting up a low-cost gait analysis lab. It explores the relationship between vision-based pathological gait detection, the design of tools for gait diagnosis and therapeutic interventions. Provides a concise tutorial on affordable clinical gait analysis Analyses clinical validation of low-cost sensors for gait assessment Documents recent and state-of-the-art low-cost gait abnormality detection systems and therapeutic intervention procedures
Human Motion Analysis
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Author : Gerald F. Harris
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1996
Human Motion Analysis written by Gerald F. Harris and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Medical categories.
This text is designed to address current applications and future directions in human motion analysis. It has been written to convey basic as well as advanced concepts to engineers (Part I) and clinicians (Part II). Part I presents current and emerging concepts in motion analysis technology. Part II addresses the important aspects of clinical data interpretation and decision making with numerous examples.
Gait Analysis
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Author : Rebecca Craik
language : en
Publisher:
Release Date : 1995
Gait Analysis written by Rebecca Craik and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Medical categories.
. Diversity and the commonalities of gait analysis. . Limitations and problems of the present technology. . Part one begins with a case study; Part two is a thorough discussion of the conceptual frameworks; Part three is primary approaches to gait analysis; the final part is applications of these assessment approaches. . Key terms, study questions and introductory page for each section.
Analysing Data From Capacitive Floor Sensors For Human Gait Assessment Using Artificial Neural Networks
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Author : Raoul Hoffmann
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date :
Analysing Data From Capacitive Floor Sensors For Human Gait Assessment Using Artificial Neural Networks written by Raoul Hoffmann and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Gait analysis is valuable in medical research and diagnosis, by delivering information that helps in choosing methods of intervention and rehabilitation that are beneficial for a patient. In gait laboratories, cameras or IMUs are often used to gather gait patterns. This thesis explores the possibility of using sensors below the floor as a gait data source. These sensors measure changes in the electrical capacitance to recognise steps. The construction is designed for indoor environments and is hidden under common flooring layer types. Therefore, it is very robust and suitable for practical use in daily clinical routine. A formal framework was developed to represent the measurements, considering the special characteristics of this floor sensor. The data were then used as input for artificial neural networks that were applied on classification and regression tasks. In a feature construction and extraction approach, the spatial spread of footfalls was derived and used with a feed-forward neural network. Then, in a feature learning approach, the time series data was transformed into a local receptive field, and used with a recurrent neural network. Three studies were conducted for the goals to distinguish between people with low and high risk of falling, to estimate age, and to recognise walking challenges as an external gait intervention. The combination of a robust and hidden floor sensor and machine learning opens up the prospect of future applications in health and care.
Applications Of Mems Gyroscope For Human Gait Analysis
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Author : Hongyu Zhao
language : en
Publisher:
Release Date : 2018
Applications Of Mems Gyroscope For Human Gait Analysis written by Hongyu Zhao and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Electronic books categories.
After decades of development, quantitative instruments for human gait analysis have become an important tool for revealing underlying pathologies manifested by gait abnormalities. However, the gold standard instruments (e.g., optical motion capture systems) are commonly expensive and complex while needing expert operation and maintenance and thereby be limited to a small number of specialized gait laboratories. Therefore, in current clinical settings, gait analysis still mainly relies on visual observation and assessment. Due to recent developments in microelectromechanical systems (MEMS) technology, the cost and size of gyroscopes are decreasing, while the accuracy is being improved, which provides an effective way for qualifying gait features. This chapter aims to give a close examination of human gait patterns (normal and abnormal) using gyroscope-based wearable technology. Both healthy subjects and hemiparesis patients participated in the experiment, and experimental results show that foot-mounted gyroscopes could assess gait abnormalities in both temporal and spatial domains. Gait analysis systems constructed of wearable gyroscopes can be more easily used in both clinical and home environments than their gold standard counterparts, which have few requirements for operation, maintenance, and working environment, thereby suggesting a promising future for gait analysis.
Application Of Digital Image Processing To Marker Free Analysis Of Human Gait
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Author : Jane Courtney
language : en
Publisher:
Release Date : 2001
Application Of Digital Image Processing To Marker Free Analysis Of Human Gait written by Jane Courtney and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Gait in humans categories.
Beginning Machine Learning In The Browser
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Author : Nagender Kumar Suryadevara
language : en
Publisher: Apress
Release Date : 2021-04-02
Beginning Machine Learning In The Browser written by Nagender Kumar Suryadevara and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-02 with Computers categories.
Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as JavaScript to work with more approachable, fundamental coding ideas. Using JavaScript programming features along with standard libraries, you'll first learn to design and develop interactive graphics applications. Then move further into neural systems and human pose estimation strategies. For training and deploying your ML models in the browser, TensorFlow.js libraries will be emphasized. After conquering the fundamentals, you'll dig into the wilderness of ML. Employ the ML and Processing (P5) libraries for Human Gait analysis. Building up Gait recognition with themes, you'll come to understand a variety of ML implementation issues. For example, you’ll learn about the classification of normal and abnormal Gait patterns. With Beginning Machine Learning in the Browser, you’ll be on your way to becoming an experienced Machine Learning developer. What You’ll Learn Work with ML models, calculations, and information gathering Implement TensorFlow.js libraries for ML models Perform Human Gait Analysis using ML techniques in the browser Who This Book Is For Computer science students and research scholars, and novice programmers/web developers in the domain of Internet Technologies
Gait Analysis
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Author : Michael W. Whittle
language : en
Publisher: Butterworth-Heinemann
Release Date : 2014-05-12
Gait Analysis written by Michael W. Whittle and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-12 with Medical categories.
Gait Analysis: An Introduction focuses on the systematic study of human walking and its contributions in the medical management of diseases affecting the locomotor system. The book first covers normal gait and pathological gait. Discussions focus on common pathologies affecting gait, amputee gait, walking aids, particular gait abnormalities, gait in the elderly and the young, moments of force, energy consumption, gait cycle, muscular activity during gait, and optimization of energy usage. The manuscript then elaborates on the methods of gait analysis, including visual gait analysis, general gait parameters, timing the gait cycle, direct motion measurement systems, electrogoniometers, electromyography, accelerometers, gyroscopes, and force platforms. The publication tackles the applications of gait analysis, as well as clinical gait and scientific gait analysis, normal ranges for gait parameters, conversions between measurement units, and computer program for general gait parameters. The manuscript is a valuable source of data for students of physical therapy, bioengineering, orthopedics, rheumatology, neurology, and rehabilitation.
Measurement And Analysis Of Human Locomotion
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Author : Vladimir Medved
language : en
Publisher: Springer Nature
Release Date : 2022-01-23
Measurement And Analysis Of Human Locomotion written by Vladimir Medved and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-23 with Technology & Engineering categories.
This book addresses instruments, methodologies and diagnostic methods used to evaluate and diagnose human movement, locomotion and physical status in general. Starting from historical perspective, the idea of understanding human locomotion by applying technical measurement devices and incorporating measurement data into physical representation of gross body movement is presented and explained, an approach known as inverse dynamics. With this approach as a kind of umbrella concept, components of measurement systems including relevant signal and data processing methods are described. Modern instruments to capture body movement by measuring its kinematics, kinetics and surface electromyography (sEMG) are thus described; all systems being used dominantly—if not exclusively—in a movement analysis laboratory setting. Focusing mainly on human posture and gait, but including also examples of movement patterns from selected kinesiological and sports activities, the book attempts to present essentials of biomechanics and biomedical engineering approach to this subject matter. It illustrates how data collected and elaborated by modern engineering technology can complement traditional expert knowledge of a kinesiologist or a medical doctor. The book is applicable in the fields of sports, physical activities, as well as in medical diagnostics and rehabilitation. The examples of this book’s practical application might be in evaluation of efficiency of human gait, in evaluation of skeletal muscle fatigue in physical exercise, in biomechanical diagnostics of traumatological conditions requiring orthopaedic treatment and the like. This book can also be used in planning and executing research endeavours, particularly in a clinical context as a reference for various diagnostics procedures. It presents the lecture notes of a course carrying the same name within Medical Studies in English at the University of Zagreb for more than a decade.