Challenges And Trends In Multimodal Fall Detection For Healthcare

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Challenges and Trends in Multimodal Fall Detection for Healthcare

Author : Hiram Ponce
Publisher : Springer Nature
ISBN 13 : 3030387488
Total Pages : 263 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Challenges and Trends in Multimodal Fall Detection for Healthcare by : Hiram Ponce

Download or read book Challenges and Trends in Multimodal Fall Detection for Healthcare written by Hiram Ponce and published by Springer Nature. This book was released on 2020-01-28 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on novel implementations of sensor technologies, artificial intelligence, machine learning, computer vision and statistics for automated, human fall recognition systems and related topics using data fusion. It includes theory and coding implementations to help readers quickly grasp the concepts and to highlight the applicability of this technology. For convenience, it is divided into two parts. The first part reviews the state of the art in human fall and activity recognition systems, while the second part describes a public dataset especially curated for multimodal fall detection. It also gathers contributions demonstrating the use of this dataset and showing examples. This book is useful for anyone who is interested in fall detection systems, as well as for those interested in solving challenging, signal recognition, vision and machine learning problems. Potential applications include health care, robotics, sports, human–machine interaction, among others.

Challenges and Trends in Multimodal Fall Detection for Healthcare

Author :
Publisher :
ISBN 13 : 9783030387495
Total Pages : 263 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Challenges and Trends in Multimodal Fall Detection for Healthcare by :

Download or read book Challenges and Trends in Multimodal Fall Detection for Healthcare written by and published by . This book was released on 2020 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on novel implementations of sensor technologies, artificial intelligence, machine learning, computer vision and statistics for automated, human fall recognition systems and related topics using data fusion. It includes theory and coding implementations to help readers quickly grasp the concepts and to highlight the applicability of this technology. For convenience, it is divided into two parts. The first part reviews the state of the art in human fall and activity recognition systems, while the second part describes a public dataset especially curated for multimodal fall detection. It also gathers contributions demonstrating the use of this dataset and showing examples. This book is useful for anyone who is interested in fall detection systems, as well as for those interested in solving challenging, signal recognition, vision and machine learning problems. Potential applications include health care, robotics, sports, human-machine interaction, among others.

Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics

Author : Taser, Pelin Yildirim
Publisher : IGI Global
ISBN 13 : 1799841871
Total Pages : 334 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics by : Taser, Pelin Yildirim

Download or read book Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics written by Taser, Pelin Yildirim and published by IGI Global. This book was released on 2021-11-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues. Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics is a critical reference source that provides theoretical frameworks and research findings on IoT and big data integration. Highlighting topics that include wearable sensors, machine learning, machine intelligence, and mobile computing, this book serves professionals who want to improve their understanding of the strategic role of trust at different levels of the information and knowledge society. It is therefore of most value to data scientists, computer scientists, data analysts, IT specialists, academicians, professionals, researchers, and students working in the field of information and knowledge management in various disciplines that include but are not limited to information and communication sciences, administrative sciences and management, education, sociology, computer science, etc. Moreover, the book provides insights and supports executives concerned with the management of expertise, knowledge, information, and organizational development in different types of work communities and environments.

HHAI 2023: Augmenting Human Intellect

Author : P. Lukowicz
Publisher : IOS Press
ISBN 13 : 1643683950
Total Pages : 556 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis HHAI 2023: Augmenting Human Intellect by : P. Lukowicz

Download or read book HHAI 2023: Augmenting Human Intellect written by P. Lukowicz and published by IOS Press. This book was released on 2023-07-07 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has been much in the news recently, with some commentators expressing concern that AI might eventually replace humans. But many developments in AI are designed to enhance and supplement the performance of humans rather than replace them, and a novel field of study, with new approaches and solutions to the development of AI, has arisen to focus on this aspect of the technology. This book presents the proceedings of HHAI2023, the 2nd International Conference on Hybrid Human-Artificial Intelligence, held from 26-30 June 2023, in Munich, Germany. The HHAI international conference series is focused on the study of artificially intelligent systems that cooperate synergistically, proactively, responsibly and purposefully with humans, amplifying rather than replacing human intelligence, and invites contributions from various fields, including AI, human-computer interaction, the cognitive and social sciences, computer science, philosophy, among others. A total of 78 submissions were received for the main conference track, and most papers were reviewed by at least three reviewers. The overall final acceptance rate was 43%, with 14 contributions accepted as full papers, 14 as working papers, and 6 as extended abstracts. The papers presented here cover topics including interactive hybrid agents; hybrid intelligence for decision support; hybrid intelligence for health; and values such as fairness and trust in hybrid intelligence. We further accepted 17 posters and 4 demos as well as 8 students to the first HHAI doctoral consortium this year. The authors of 4 working papers and 2 doctoral consortium submissions opted for not publishing their submissions to allow a later full submission, resulting in a total of 57 papers included in this proceedings Addressing all aspects of AI systems that assist humans and emphasizing the need for adaptive, collaborative, responsible, interactive, and human-centered artificial intelligence systems which can leverage human strengths and compensate for human weaknesses while considering social, ethical, and legal considerations, the book will be of interest to all those working in the field.

Biometry

Author : Ricardo A. Ramirez-Mendoza
Publisher : CRC Press
ISBN 13 : 1000626024
Total Pages : 218 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Biometry by : Ricardo A. Ramirez-Mendoza

Download or read book Biometry written by Ricardo A. Ramirez-Mendoza and published by CRC Press. This book was released on 2022-07-07 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biometrics provide quantitative representations of human features, physiological and behavioral. This book is a compilation of biometric technologies developed by various research groups in Tecnologico de Monterrey, Mexico. It provides a summary of biometric systems as a whole, explaining the principles behind physiological and behavioral biometrics and exploring different types of commercial and experimental technologies and current and future applications in the fields of security, military, criminology, healthcare education, business, and marketing. Examples of biometric systems using brain signals or electroencephalography (EEG) are given. Mobile and home EEG use in children’s natural environments is covered. At the same time, some examples focus on the relevance of such technology in monitoring epileptic encephalopathies in children. Using reliable physiological signal acquisition techniques, functional Human Machine Interfaces (HMI) and Brain-Computer Interfaces (BCI) become possible. This is the case of an HMI used for assistive navigation systems, controlled via voice commands, head, and eye movements. A detailed description of the BCI framework is presented, and applications of user-centered BCIs, oriented towards rehabilitation, human performance, and treatment monitoring are explored. Massive data acquisition also plays an essential role in the evolution of biometric systems. Machine learning, deep learning, and Artificial Intelligence (AI) are crucial allies here. They allow the construction of models that can aid in early diagnosis, seizure detection, and data-centered medical decisions. Such techniques will eventually lead to a more concise understanding of humans.

Smart Multimedia

Author : Stefano Berretti
Publisher : Springer Nature
ISBN 13 : 3031220617
Total Pages : 466 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Smart Multimedia by : Stefano Berretti

Download or read book Smart Multimedia written by Stefano Berretti and published by Springer Nature. This book was released on 2022-12-13 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Conference on Smart Multimedia, ICSM 2022, which was held in Marseille, France, during August 25–27, 2022. The 30 full papers and 4 short paper presented in this volume were carefully reviewed and selected from 68 submissions. The contributions were organized in topical sections as follows: Machine Learning for Multimedia; Image Processing; Multimedia Applications; Multimedia for Medicine and Health-Care; Smart Homes; Multimedia Environments and Metaverse; Deep Learning on Video and Music; Haptic; Industrial.

Multimedia for Accessible Human Computer Interfaces

Author : Troy McDaniel
Publisher : Springer Nature
ISBN 13 : 3030707164
Total Pages : 311 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Multimedia for Accessible Human Computer Interfaces by : Troy McDaniel

Download or read book Multimedia for Accessible Human Computer Interfaces written by Troy McDaniel and published by Springer Nature. This book was released on 2021-08-26 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book Multimedia for Accessible Human Computer Interfaces is to be the first resource to provide in-depth coverage on topical areas of multimedia computing (images, video, audio, speech, haptics, VR/AR, etc.) for accessible and inclusive human computer interfaces. Topics are grouped into thematic areas spanning the human senses: Vision, Hearing, Touch, as well as Multimodal applications. Each chapter is written by different multimedia researchers to provide complementary and multidisciplinary perspectives. Unlike other related books, which focus on guidelines for designing accessible interfaces, or are dated in their coverage of cutting edge multimedia technologies, Multimedia for Accessible Human Computer Interfaces takes an application-oriented approach to present a tour of how the field of multimedia is advancing access to human computer interfaces for individuals with disabilities. Under Theme 1 “Vision-based Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through vision will be presented including: “A Framework for Gaze-contingent Interfaces”, “Sign Language Recognition”, “Fusion-based Image Enhancement and its Applications in Mobile Devices”, and “Open-domain Textual Question Answering Systems”. Under Theme 2 “Auditory Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through hearing will be presented including: “Speech Recognition for Individuals with Voice Disorders” and “Socially Assistive Robots for Storytelling and Other Activities to Support Aging in Place”. Under Theme 3 “Haptic Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through haptics will be presented including: “Accessible Smart Coaching Technologies Inspired by Elderly Requisites” and “Haptic Mediators for Remote Interpersonal Communication”. Under Theme 4 “Multimodal Technologies for Accessible Human Computer Interfaces”, multimedia technologies to enhance access to interfaces through multiple modalities will be presented including: “Human-Machine Interfaces for Socially Connected Devices: From Smart Households to Smart Cities” and “Enhancing Situational Awareness and Kinesthetic Assistance for Clinicians via Augmented-Reality and Haptic Shared-Control Technologies”.

Deep Learning for Medical Decision Support Systems

Author : Utku Kose
Publisher : Springer Nature
ISBN 13 : 981156325X
Total Pages : 185 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Deep Learning for Medical Decision Support Systems by : Utku Kose

Download or read book Deep Learning for Medical Decision Support Systems written by Utku Kose and published by Springer Nature. This book was released on 2020-06-17 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelligence has now become a ubiquitous aspect of modern life, and especially machine learning enjoysgreat popularity, since it offers techniques that are capable of learning from samples to solve newly encountered cases. Today, a recent form of machine learning, deep learning, is being widely used with large, complex quantities of data, because today’s problems require detailed analyses of more data. This is critical, especially in fields such as medicine. Accordingly, the objective of this book is to provide the essentials of and highlight recent applications of deep learning architectures for medical decision support systems. The target audience includes scientists, experts, MSc and PhD students, postdocs, and any readers interested in the subjectsdiscussed. The book canbe used as a reference work to support courses on artificial intelligence, machine/deep learning, medical and biomedicaleducation.

Sensors for Gait, Posture, and Health Monitoring Volume 2

Author : Thurmon Lockhart
Publisher : MDPI
ISBN 13 : 3039363441
Total Pages : 392 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Sensors for Gait, Posture, and Health Monitoring Volume 2 by : Thurmon Lockhart

Download or read book Sensors for Gait, Posture, and Health Monitoring Volume 2 written by Thurmon Lockhart and published by MDPI. This book was released on 2020-06-17 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, many technologies for gait and posture assessments have emerged. Wearable sensors, active and passive in-house monitors, and many combinations thereof all promise to provide accurate measures of physical activity, gait, and posture parameters. Motivated by market projections for wearable technologies and driven by recent technological innovations in wearable sensors (MEMs, electronic textiles, wireless communications, etc.), wearable health/performance research is growing rapidly and has the potential to transform future healthcare from disease treatment to disease prevention. The objective of this Special Issue is to address and disseminate the latest gait, posture, and activity monitoring systems as well as various mathematical models/methods that characterize mobility functions. This Special Issue focuses on wearable monitoring systems and physical sensors, and its mathematical models can be utilized in varied environments under varied conditions to monitor health and performance

Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments

Author : Margherita Antona
Publisher : Springer Nature
ISBN 13 : 3030780953
Total Pages : 552 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments by : Margherita Antona

Download or read book Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments written by Margherita Antona and published by Springer Nature. This book was released on 2021-07-03 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the 15th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2021, held as part of the 23rd International Conference, HCI International 2021, held as a virtual event, in July 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. UAHCI 2021 includes a total of 84 papers; they focus on topics related to universal access methods, techniques and practices, studies on accessibility, design for all, usability, UX and technology acceptance, emotion and behavior recognition for universal access, accessible media, access to learning and education, as well universal access to virtual and intelligent assistive environments.

Autonomous Health Monitoring and Assistance Systems using IoT

Author : George Azzopardi
Publisher : Frontiers Media SA
ISBN 13 : 2889667529
Total Pages : 77 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Autonomous Health Monitoring and Assistance Systems using IoT by : George Azzopardi

Download or read book Autonomous Health Monitoring and Assistance Systems using IoT written by George Azzopardi and published by Frontiers Media SA. This book was released on 2021-05-10 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Health

Author : Hsinchun Chen
Publisher : Springer Nature
ISBN 13 : 3030344827
Total Pages : 397 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Smart Health by : Hsinchun Chen

Download or read book Smart Health written by Hsinchun Chen and published by Springer Nature. This book was released on 2019-11-20 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed conference proceedings of the International Conference for Smart Health, ICSH 2019, held in Shenzhen, China, in July 2019. The 34 full papers and 1 short papers presented were carefully reviewed and selected from 43 submissions. In this book a lively exchange and collaborations between the growing international smart health research scholars and communities has been introduced, and to advance our understanding about the technical, practical, economic, behavioral, and social issues center on smart health . The selected papers are organized into the following topics: Precision Medicine and Telehealth, Social, Psychosocial and Behavioral Determinants of Health, Data science, Analytics, Clinical and Business Intelligence, Clinical Informatics and Clinician Engagement.

Technological Advancements in Aging and Neurological Conditions to Improve Physical Activity, Cognitive Functions, and Postural Control

Download Technological Advancements in Aging and Neurological Conditions to Improve Physical Activity, Cognitive Functions, and Postural Control PDF Online Free

Author : Gill Barry
Publisher : Frontiers Media SA
ISBN 13 : 2889764524
Total Pages : 205 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Technological Advancements in Aging and Neurological Conditions to Improve Physical Activity, Cognitive Functions, and Postural Control by : Gill Barry

Download or read book Technological Advancements in Aging and Neurological Conditions to Improve Physical Activity, Cognitive Functions, and Postural Control written by Gill Barry and published by Frontiers Media SA. This book was released on 2022-06-29 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Smart Energy for Smart Transport

Author : Eftihia G. Nathanail
Publisher : Springer Nature
ISBN 13 : 3031237218
Total Pages : 1837 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Smart Energy for Smart Transport by : Eftihia G. Nathanail

Download or read book Smart Energy for Smart Transport written by Eftihia G. Nathanail and published by Springer Nature. This book was released on 2023-03-10 with total page 1837 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on original research and practical findings fostering sustainable and smart urban mobility transformation. Gathering contributions presented at the 6th Conference on Sustainable Urban Mobility, held from August 31 to September 2, 2022, on Skiathos Island, Greece, it covers topics relating to electric and clean energy, intelligent technologies and automation, green travel modes, and transport safety. It highlights solutions for inclusive transportation, sustainable and resilient supply chains, and describes novel strategies for urban planning and innovative transport infrastructure. This book offers extensive information to academicians, researchers, practitioners and decision makers working on effective strategies to transform urban mobility in a sustainable and equitable way.

Engineering and Technology for Healthcare

Author : Muhammad Ali Imran
Publisher : John Wiley & Sons
ISBN 13 : 1119644240
Total Pages : 240 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Engineering and Technology for Healthcare by : Muhammad Ali Imran

Download or read book Engineering and Technology for Healthcare written by Muhammad Ali Imran and published by John Wiley & Sons. This book was released on 2020-12-07 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation in healthcare is currently a “hot” topic. Innovation allows us to think differently, to take risks and to develop ideas that are far better than existing solutions. Currently, there is no single book that covers all topics related to microelectronics, sensors, data, system integration and healthcare technology assessment in one reference. This book aims to critically evaluate current state-of-the-art technologies and provide readers with insights into developing new solutions. With contributions from a fully international team of experts across electrical engineering and biomedical fields, the book discusses how advances in sensing technology, computer science, communications systems and proteomics/genomics are influencing healthcare technology today.

Ambient Assisted Living

Author : Reiner Wichert
Publisher : Springer
ISBN 13 : 3319523228
Total Pages : 213 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Ambient Assisted Living by : Reiner Wichert

Download or read book Ambient Assisted Living written by Reiner Wichert and published by Springer. This book was released on 2017-03-07 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading authors in the field discuss the habitats of tomorrow. These habitats will be connected through autonomous and assistive systems, turning habitats into health resorts. This book discusses how assistance technologies enable a smooth transition from comfortable health support to medical or nursing care. The contributions have been chosen and invited at the 9th AAL congress, Frankfurt.

Ambient Intelligence and Future Trends -

Author : Juan Manuel Corchado Rodríguez
Publisher : Springer Science & Business Media
ISBN 13 : 3642132685
Total Pages : 258 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Ambient Intelligence and Future Trends - by : Juan Manuel Corchado Rodríguez

Download or read book Ambient Intelligence and Future Trends - written by Juan Manuel Corchado Rodríguez and published by Springer Science & Business Media. This book was released on 2010-05-12 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: ISAmI is the International Symposium on Ambient Intelligence, aiming to bring together researchers from various disciplines that constitute the scientific field of Ambient Intelligence to present and discuss the latest results, new ideas, projects and lessons obtained from recent experiences in building AmI systems. This volume presents the papers that have been accepted in this first edition. These papers reports on innovative results and advances achieved recently in this area.