Computer Vision for Assistive Healthcare

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Publisher : Academic Press
ISBN 13 : 0128134461
Total Pages : 396 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Vision for Assistive Healthcare by : Leo Marco

Download or read book Computer Vision for Assistive Healthcare written by Leo Marco and published by Academic Press. This book was released on 2018-05-15 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Vision for Assistive Healthcare describes how advanced computer vision techniques provide tools to support common human needs, such as mental functioning, personal mobility, sensory functions, daily living activities, image processing, pattern recognition, machine learning and how language processing and computer graphics cooperate with robotics to provide such tools. Users will learn about the emerging computer vision techniques for supporting mental functioning, algorithms for analyzing human behavior, and how smart interfaces and virtual reality tools lead to the development of advanced rehabilitation systems able to perform human action and activity recognition. In addition, the book covers the technology behind intelligent wheelchairs, how computer vision technologies have the potential to assist blind people, and about the computer vision-based solutions recently employed for safety and health monitoring. Gives the state-of-the-art computer vision techniques and tools for assistive healthcare Includes a broad range of topic areas, ranging from image processing, pattern recognition, machine learning to robotics, natural language processing and computer graphics Presents a wide range of application areas, ranging from mobility, sensory substitution, and safety and security, to mental and physical rehabilitation and training Written by leading researchers in this growing field of research Describes the outstanding research challenges that still need to be tackled, giving researchers good indicators of research opportunities

Intelligent Vision in Healthcare

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Publisher : Springer Nature
ISBN 13 : 9811677719
Total Pages : 151 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Intelligent Vision in Healthcare by : Mukesh Saraswat

Download or read book Intelligent Vision in Healthcare written by Mukesh Saraswat and published by Springer Nature. This book was released on 2022-01-29 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on various aspects of computer vision applications in the field of healthcare. It covers new tools and technologies in some of the important areas of medical science like histopathological image analysis, cancer taxonomy, use of deep learning architecture dental care, and many more. Furthermore, this book reviews and discusses the use of intelligent learning-based algorithms for increasing the precision in medical domain. The book discusses different computer vision algorithms which are useful in various industries and day-to-day life. It also highlights many challenges faced by research community, like view point variations, scale variations, illumination variations, multi-modalities, and noise.

Healthcare Industry 4.0

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Publisher : CRC Press
ISBN 13 : 1000930637
Total Pages : 213 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Healthcare Industry 4.0 by : P. Karthikeyan

Download or read book Healthcare Industry 4.0 written by P. Karthikeyan and published by CRC Press. This book was released on 2023-08-28 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring. Features: Provides a state-of-the-art computer vision application in the digital health care industry Reviews advances in computer vision and data science technologies for analyzing information on human function and disability Includes practical implementation of computer vision application using recent tools and software Explores computer vision-enabled medical/clinical data security in the cloud Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and Google This book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering.

Computer Vision in Medical Imaging

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Publisher : World Scientific
ISBN 13 : 981446094X
Total Pages : 410 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Computer Vision in Medical Imaging by : Chi-hau Chen

Download or read book Computer Vision in Medical Imaging written by Chi-hau Chen and published by World Scientific. This book was released on 2013-11-18 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: The major progress in computer vision allows us to make extensive use of medical imaging data to provide us better diagnosis, treatment and predication of diseases. Computer vision can exploit texture, shape, contour and prior knowledge along with contextual information from image sequence and provide 3D and 4D information that helps with better human understanding. Many powerful tools have been available through image segmentation, machine learning, pattern classification, tracking, reconstruction to bring much needed quantitative information not easily available by trained human specialists. The aim of the book is for both medical imaging professionals to acquire and interpret the data, and computer vision professionals to provide enhanced medical information by using computer vision techniques. The final objective is to benefit the patients without adding to the already high medical costs.

Zero-Effort Technologies

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Publisher : Springer Nature
ISBN 13 : 3031016033
Total Pages : 118 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Zero-Effort Technologies by : Jennifer Boger

Download or read book Zero-Effort Technologies written by Jennifer Boger and published by Springer Nature. This book was released on 2022-06-01 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces zero-effort technologies (ZETs), an emerging class of technologies that require little or no effort from the people who use them. ZETs use advanced computing techniques, such as computer vision, sensor fusion, decision-making and planning, machine learning, and the Internet of Things to autonomously perform the collection, analysis, and application of data about the user and/or his/her context. This book begins with an overview of ZETs, then presents concepts related to their development, including pervasive intelligent technologies and environments, design principles, and considerations regarding use. The book discusses select examples of the latest in ZET development before concluding with thoughts regarding future directions of the field.

Medical Computer Vision

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Publisher : Springer
ISBN 13 : 3642184219
Total Pages : 226 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Medical Computer Vision by : Bjoern Menze

Download or read book Medical Computer Vision written by Bjoern Menze and published by Springer. This book was released on 2011-02-02 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2010, held in Beijing, China, in September 2010 as a satellite event of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2010. The 10 revised full papers and 11 revised poster papers presented were carefully reviewed and selected from 38 initial submissions. The papers explore the use of modern image recognition technology in tasks such as semantic anatomy parsing, automatic segmentation and quantification, anomaly detection and categorization, data harvesting, semantic navigation and visualization, data organization and clustering, and general-purpose automatic understanding of medical images.

Medical Computer Vision

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Publisher :
ISBN 13 : 9783642184222
Total Pages : 240 pages
Book Rating : 4.1/5 (842 download)

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Book Synopsis Medical Computer Vision by : Bjoern Menze

Download or read book Medical Computer Vision written by Bjoern Menze and published by . This book was released on 2011-03-30 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Enabling Person-Centric Healthcare Using Ambient Assistive Technology

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Publisher : Springer Nature
ISBN 13 : 3031382811
Total Pages : 322 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Enabling Person-Centric Healthcare Using Ambient Assistive Technology by : Paolo Barsocchi

Download or read book Enabling Person-Centric Healthcare Using Ambient Assistive Technology written by Paolo Barsocchi and published by Springer Nature. This book was released on 2023-10-03 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book experiences the future of patient-centered healthcare and dives into the latest advancements and transformative technologies that are revolutionizing the well-being of individuals around the globe. The readers can join authors on an engaging journey as the authors explore the captivating realm of ambient assisted living and unlock its immense potential for improving healthcare outcomes. This book goes beyond mere exploration; it invites readers to embark on a voyage of discovery as authors unveil the outcomes of groundbreaking research ideas. With a diverse range of applications, from deep learning in healthcare to cutting-edge models, the authors offer a comprehensive view of the opportunities and challenges that lie ahead. Whether you're a healthcare professional, an academic seeking the latest insights, or a researcher delving into the realms of ambient assistive technology, biomedical engineering, or computational intelligence, this book is an invaluable resource. Additionally, postgraduate students pursuing data engineering systems find it to be an essential guide. Each chapter stands independently, providing a comprehensive overview of problem formulation and its tangible outcomes. The readers can immerse themselves in the world of patient-centered healthcare today and become part of the forefront of innovation.

Assistive Technology for Blindness and Low Vision

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Publisher : CRC Press
ISBN 13 : 1351832824
Total Pages : 445 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Assistive Technology for Blindness and Low Vision by : Roberto Manduchi

Download or read book Assistive Technology for Blindness and Low Vision written by Roberto Manduchi and published by CRC Press. This book was released on 2018-09-03 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assistive technology has made it feasible for individuals with a wide range of impairments to engage in many activities, such as education and employment, in ways not previously possible. The key factor is to create consumer-driven technologies that solve the problems by addressing the needs of persons with visual impairments. Assistive Technology for Blindness and Low Vision explores a broad range of technologies that are improving the lives of these individuals. Presenting the current state of the art, this book emphasizes what can be learned from past successful products, as well as what exciting new solutions the future holds. Written by world-class leaders in their field, the chapters cover the physiological bases of vision loss and the fundamentals of orientation, mobility, and information access for blind and low vision individuals. They discuss technology for multiple applications (mobility, wayfinding, information access, education, work, entertainment), including both established technology and cutting-edge research. The book also examines computer and digital media access and the scientific basis for the theory and practice of sensory substitution. This volume provides a holistic view of the elements to consider when designing assistive technology for persons with visual impairment, keeping in mind the need for a user-driven approach to successfully design products that are easy to use, well priced, and fill a specific need. Written for a broad audience, this book provides a comprehensive overview and in-depth descriptions of current technology for designers, engineers, practitioners, rehabilitation professionals, and all readers interested in the challenges and promises of creating successful assistive technology.

Medical Computer Vision. Large Data in Medical Imaging

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Publisher : Springer
ISBN 13 : 3319055305
Total Pages : 231 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Medical Computer Vision. Large Data in Medical Imaging by : Bjoern Menze

Download or read book Medical Computer Vision. Large Data in Medical Imaging written by Bjoern Menze and published by Springer. This book was released on 2014-03-31 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the Third International Workshop on Medical Computer Vision, MCV 2013, held in Nagoya, Japan, in September 2013 in conjunction with the 16th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013. The 7 revised full papers and 12 poster papers presented were selected from 25 submissions. They have been organized in topical sections on registration and visualization, segmentation, detection and localization, and features and retrieval. In addition, the volume contains two invited papers describing segmentation task and data set of the VISCERAL benchmark challenge.

Medical Computer Vision: Algorithms for Big Data

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Publisher : Springer
ISBN 13 : 331942016X
Total Pages : 182 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Medical Computer Vision: Algorithms for Big Data by : Bjoern Menze

Download or read book Medical Computer Vision: Algorithms for Big Data written by Bjoern Menze and published by Springer. This book was released on 2016-07-29 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed prost-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCS 2015, held in Munich, Germany, in October 2015, held in conjunction with the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. The workshop shows well the current trends and tendencies in medical computer vision and how the techniques can be used in clinical work and on large data sets. It is organized in the following sections: predicting disease; atlas exploitation and avoidance; machine learning based analyses; advanced methods for image analysis; poster sessions. The 10 full, 5 short, 1 invited papers and one overview paper presented in this volume were carefully reviewed and selected from 22 submissions.

Body Tracking in Healthcare

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627059504
Total Pages : 153 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Body Tracking in Healthcare by : Kenton O'Hara

Download or read book Body Tracking in Healthcare written by Kenton O'Hara and published by Morgan & Claypool Publishers. This book was released on 2016-03-18 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the context of healthcare, there has been a long-standing interest in understanding the posture and movement of the human body. Gait analysis work over the years has looked to articulate the patterns and parameters of this movement both for a normal healthy body and in a range of movement-based disorders. In recent years, these efforts to understand the moving body have been transformed by significant advances in sensing technologies and computational analysis techniques all offering new ways for the moving body to be tracked, measured, and interpreted. While much of this work has been largely research focused, as the field matures, we are seeing more shifts into clinical practice. As a consequence, there is an increasing need to understand these sensing technologies over and above the specific capabilities to track, measure, and infer patterns of movement in themselves. Rather, there is an imperative to understand how the material form of these technologies enables them also to be situated in everyday healthcare contexts and practices. There are significant mutually interdependent ties between the fundamental characteristics and assumptions of these technologies and the configurations of everyday collaborative practices that are possible them. Our attention then must look to social, clinical, and technical relations pertaining to these various body technologies that may play out in particular ways across a range of different healthcare contexts and stakeholders. Our aim in this book is to explore these issues with key examples illustrating how social contexts of use relate to the properties and assumptions bound up in particular choices of body-tracking technology. We do this through a focus on three core application areas in healthcare—assessment, rehabilitation, and surgical interaction—and recent efforts to apply body-tracking technologies to them.

Artificial Intelligence in Healthcare

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Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Assistive Technology Intervention in Healthcare

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Publisher : CRC Press
ISBN 13 : 1000514048
Total Pages : 294 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Assistive Technology Intervention in Healthcare by : Shruti Jain

Download or read book Assistive Technology Intervention in Healthcare written by Shruti Jain and published by CRC Press. This book was released on 2021-12-31 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assistive Technology Intervention in Healthcare focuses on various applications of intelligent techniques in biomedical engineering and health informatics. It aims to create awareness about disability reduction and recovery of accidental disability with the help of various rehabilitative systems. Novel technologies in disability treatment, management and assistance, including healthcare devices and their utility from home to hospital, are described. The book deals with simulation, modeling, measurement, control, analysis, information extraction and monitoring of physiological data in clinical medicine and biology. Features Covers the latest evolutionary approaches to solve optimization problems in the biomedical engineering field Explains machine learning–based approaches to improvement in health engineering areas Reviews the IoT, cloud computing and data analytics in healthcare informatics Discusses modeling and simulations in the design of biomedical equipment Explores monitoring of physiological data This book is aimed at researchers and graduate students in biomedical engineering, clinical engineering and bioinformatics.

Medical Computer Vision: Algorithms for Big Data

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Author :
Publisher : Springer
ISBN 13 : 331913972X
Total Pages : 211 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Medical Computer Vision: Algorithms for Big Data by : Bjoern Menze

Download or read book Medical Computer Vision: Algorithms for Big Data written by Bjoern Menze and published by Springer. This book was released on 2014-12-09 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision: Algorithms for Big Data, MCV 2014, held in Cambridge, MA, USA, in September 2019, in conjunction with the 17th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014. The one-day workshop aimed at exploring the use of modern computer vision technology and "big data" algorithms in tasks such as automatic segmentation and registration, localization of anatomical features and detection of anomalies emphasizing questions of harvesting, organizing and learning from large-scale medical imaging data sets and general-purpose automatic understanding of medical images. The 18 full and 1 short papers presented in this volume were carefully reviewed and selected from 30 submission.

Zero Effort Technologies

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 9781608455195
Total Pages : 82 pages
Book Rating : 4.4/5 (551 download)

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Book Synopsis Zero Effort Technologies by : Alex Mihailidis

Download or read book Zero Effort Technologies written by Alex Mihailidis and published by Morgan & Claypool Publishers. This book was released on 2011 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces zero-effort technologies (ZETs), an emerging class of technology that requires little or no effort from the people who use it. ZETs use advanced techniques, such as computer vision, sensor fusion, decision-making and planning, and machine learning to autonomously operate through the collection, analysis, and application of data about the user and his/her context. This book gives an overview of ZETs, presents concepts in the development of pervasive intelligent technologies and environments for health and rehabilitation, along with an in-depth discussion of the design principles that this approach entails. The book concludes with a discussion of specific ZETs that have applied these design principles with the goal of ensuring the safety and well-being of the people who use them, such as older adults with dementia and provides thoughts regarding future directions of the field. Table of Contents: Lecture Overview / Introduction to Zero Effort Technologies / Designing ZETs / Building and Evaluating ZETs / Examples of ZETs / Conclusions and Future Directions

Assistive Technologies for Physical and Cognitive Disabilities

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Publisher : IGI Global
ISBN 13 : 1466673745
Total Pages : 321 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Assistive Technologies for Physical and Cognitive Disabilities by : Theng, Lau Bee

Download or read book Assistive Technologies for Physical and Cognitive Disabilities written by Theng, Lau Bee and published by IGI Global. This book was released on 2014-12-31 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on assistive technologies is undergoing many developments in its effectiveness in helping those with varying impairments. New technologies are constantly being created, researched, and implemented for those who need these technological aides in daily life. Assistive Technologies for Physical and Cognitive Disabilities combines worldwide cases on people with physical and cognitive disabilities with the latest applications in assistive technologies. This reference work brings different researchers together under one title to discuss current findings, developments, and ongoing research in the area of rehabilitative technology. This reference book is of critical use to professionals, researchers, healthcare practitioners, caretakers, academicians, and students.