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This volume presents the latest research in Virtual Reality (VR), as it is being applied in psychotherapy, rehabilitation, and the analysis of behaviour for neurological assessment. This book will be of value to anyone already in the field and to those who are interested in the development of VR systems for therapeutic purposes. The contents include: · The latest literature reviews on VR in psychotherapy, psychological wellbeing, and rehabilitation · VR and cognitive behavior therapy · Increasing presence in VR for effective exposure therapy and treatment of anxiety disorders · VR military training for managing combat stress and preventing post traumatic stress · VR, mixed reality systems, and games for stroke rehabilitation · VR systems for improving vision in children with amblyopia · Therapeutic play in virtual environments · Healing potential of online virtual worlds such as Second Life · Neuropsychological assessment using virtual environments · Detailed accounts on how VR systems are designed, implemented, and best evaluated · Discussions of limitations, problems, and ethical concerns using VR in mental and physical therapy.
Engineering & Applied Sciences --- Computer Science --- Clinical psychology --- Virtual reality --- Psychotherapy --- Technological innovations. --- Psychological aspects. --- Computer programs. --- Psychagogy --- Therapy (Psychotherapy) --- Environments, Virtual --- Virtual environments --- Virtual worlds --- Engineering. --- Health informatics. --- Artificial intelligence. --- Computational intelligence. --- Biomedical engineering. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Biomedical Engineering. --- Health Informatics. --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Medicine --- Construction --- Industrial arts --- Technology --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Data processing --- Mental illness --- Clinical sociology --- Mental health counseling --- Computer simulation --- Reality --- Psychiatry --- Psychology, Applied --- Psychological tests --- Treatment --- Medical records --- Artificial Intelligence. --- Biomedical Engineering and Bioengineering. --- Data processing. --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Medical care
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This book is a continuation of the previous volumes of our series on Advanced Computational Intelligence Paradigms in Healthcare. The recent advances in computational intelligence paradigms have highlighted the need of intelligent systems in healthcare. This volume provides the reader a glimpse of the current state of the art in intelligent support system design in the field of healthcare. The book reports a sample of recent advances in: • Clinical Decision Support Systems • Rehabilitation Decision Support Systems • Technology Acceptance in Medical Decision Support Systems The book is directed to the researchers, professors, practitioner and students interested to design and develop intelligent decision support systems.
Civil & Environmental Engineering --- Engineering & Applied Sciences --- Civil Engineering --- Applied Mathematics --- Medicine --- Computational intelligence. --- Data processing. --- Computers in medicine --- Engineering. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Engineering --- Engineering analysis --- Mathematical analysis --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Mathematics --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Mathematical and Computational Engineering. --- Artificial Intelligence.
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Because of the accelerating progress in biometrics research and the latest nation-state threats to security, this book's publication is not only timely but also much needed. This volume contains seventeen peer-reviewed chapters reporting the state of the art in biometrics research: security issues, signature verification, fingerprint identification, wrist vascular biometrics, ear detection, face detection and identification (including a new survey of face recognition), person re-identification, electrocardiogram (ECT) recognition, and several multi-modal systems. This book will be a valuable resource for graduate students, engineers, and researchers interested in understanding and investigating this important field of study.
online signature verification --- shape contexts --- function features --- SC-DTW --- symbolic representation --- two-stage method --- finger features --- multimodal recognition --- local coding --- Gabor filter --- LGS --- human identification --- biomarker --- ECG --- machine learning --- Physionet --- Lviv Biometric Dataset --- biometry --- identification --- bloodstream --- image recognition --- multi-biometrics --- bit planes --- block --- mutual information --- cross-device --- dorsal hand vein recognition --- person re-identification --- superpixel --- temporally aligned pooling --- walking cycle --- automatic recognition --- face --- voice --- body motion --- autism spectrum disorder (ASD) --- assessment --- intervention --- curve similarity --- curve similarity model --- curve similarity transformation --- similarity distance --- segmentation matching --- evolutionary computation --- finger vein recognition --- hand vein recognition --- contactless acquisition device --- public vascular pattern dataset --- biometric recognition performance evaluation --- face verification --- optical correlation --- Hausdorff distance --- image classification --- face detection --- depth map ensemble --- filtering --- geometric deep learning --- ear detection --- structured prediction --- semantic segmentation --- rotation equivariance --- Gaussian mixture model --- superpixels --- face recognition systems --- person identification --- biometric systems --- survey --- automatic signature verification --- touch-screen sensor --- data quality --- enrollment phase --- performance assessment --- augmented signature --- security enhancement --- mobile conditions --- biometric recognition --- visible light iris images --- image quality assessment --- image covariates --- quality filtering --- vascular biometric recognition --- wrist vein recognition --- contactless dataset --- pattern recognition --- infrared camera --- non-contact devices --- Scale-Invariant Feature Transform (SIFT®) --- Speeded Up Robust Features (SURF®) --- Oriented FAST and Rotated BRIEF (ORB) --- fingerprint --- presentation attack detection --- deep learning
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This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.
Computational intelligence. --- Artificial intelligence. --- Biomedical engineering. --- Health informatics. --- Computational Intelligence. --- Artificial Intelligence. --- Biomedical Engineering and Bioengineering. --- Health Informatics. --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Medicine --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Data processing
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This book is the first single volume that brings together the topics of serious games, alternative realities, and play therapy. The focus is on the use of digital media for the therapeutic benefit and well-being of a wide range of people−spanning those with special needs to the elderly to entire urban neighborhoods. This book brings together these topics to demonstrate the increasing trans/inter/multi-disciplinary initiatives apparent today in science, medicine, and academic research−interdisciplinary initiative that are already profoundly impacting society. .
Engineering. --- Artificial intelligence. --- Biomedical engineering. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Biomedical Engineering. --- Virtual reality therapy --- Physical Medicine --- Health Services --- Psychotherapy --- Therapeutics --- Sensory Art Therapies --- Computer Systems --- Complementary Therapies --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Behavioral Disciplines and Activities --- Health Care Facilities, Manpower, and Services --- Medicine --- Computing Methodologies --- Information Science --- Health Occupations --- Psychiatry and Psychology --- Health Care --- Disciplines and Occupations --- Rehabilitation --- Computers --- Play Therapy --- Engineering & Applied Sciences --- Psychiatry --- Health & Biological Sciences --- Computer Science --- Sandplay --- Sandplay Therapy --- Therapy, Play --- Play Therapies --- Sandplay Therapies --- Sandplays --- Therapies, Play --- Therapies, Sandplay --- Therapy, Sandplay --- Calculators, Programmable --- Computer Hardware --- Computers, Digital --- Hardware, Computer --- Calculator, Programmable --- Computer --- Computer, Digital --- Digital Computer --- Digital Computers --- Programmable Calculator --- Programmable Calculators --- Habilitation --- Disease --- Community-Based Distribution --- Contraceptive Distribution --- Delivery of Healthcare --- Dental Care Delivery --- Distribution, Non-Clinical --- Distribution, Nonclinical --- Distributional Activities --- Healthcare --- Healthcare Delivery --- Healthcare Systems --- Non-Clinical Distribution --- Nonclinical Distribution --- Delivery of Dental Care --- Health Care Delivery --- Health Care Systems --- Activities, Distributional --- Activity, Distributional --- Care, Health --- Community Based Distribution --- Community-Based Distributions --- Contraceptive Distributions --- Deliveries, Healthcare --- Delivery, Dental Care --- Delivery, Health Care --- Delivery, Healthcare --- Distribution, Community-Based --- Distribution, Contraceptive --- Distribution, Non Clinical --- Distributional Activity --- Distributions, Community-Based --- Distributions, Contraceptive --- Distributions, Non-Clinical --- Distributions, Nonclinical --- Health Care System --- Healthcare Deliveries --- Healthcare System --- Non Clinical Distribution --- Non-Clinical Distributions --- Nonclinical Distributions --- System, Health Care --- System, Healthcare --- Systems, Health Care --- Systems, Healthcare --- Health Professions --- Health Occupation --- Health Profession --- Occupation, Health --- Occupations, Health --- Profession, Health --- Professions, Health --- Information Sciences --- Science, Information --- Sciences, Information --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Medical Specialities --- Medical Specialties --- Medical Specialty --- Specialities, Medical --- Specialties, Medical --- Specialty, Medical --- Medical Speciality --- Speciality, Medical --- Healthcare Facilities, Manpower, and Services --- Alternative Therapies --- Therapy, Alternative --- Therapy, Complementary --- Alternative Medicine --- Complementary Medicine --- Medicine, Alternative --- Medicine, Complementary --- Therapies, Alternative --- Therapies, Complementary --- Organization, Computer Systems --- Computer Architecture --- Computer Systems Development --- Computer Systems Evaluation --- Computer Systems Organization --- Real-Time Systems --- Architecture, Computer --- Architectures, Computer --- Computer Architectures --- Computer System --- Computer Systems Evaluations --- Development, Computer Systems --- Evaluation, Computer Systems --- Evaluations, Computer Systems --- Real Time Systems --- Real-Time System --- System, Computer --- System, Real-Time --- Systems, Computer --- Systems, Real-Time --- Art Therapies, Sensory --- Therapies, Sensory Art --- Therapy --- Treatment --- Therapeutic --- Therapies --- Treatments --- Clinical Psychotherapists --- Logotherapy --- Psychotherapists --- Clinical Psychotherapist --- Logotherapies --- Psychotherapies --- Psychotherapist --- Psychotherapist, Clinical --- Psychotherapists, Clinical --- Services, Health --- Health Service --- Service, Health --- Medicine, Physical --- Physiatrics --- Physical Medicine and Rehabilitation --- Physiatry --- VRT (Virtual reality therapy) --- Clinical engineering --- Medical engineering --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Construction --- rehabilitation --- therapy --- Computational intelligence. --- Virtual reality therapy. --- Virtual reality in medicine --- Artificial Intelligence. --- Biomedical Engineering and Bioengineering. --- Bioengineering --- Biophysics --- Engineering --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Industrial arts --- Technology --- Intelligence, Computational --- Artificial intelligence --- Soft computing
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This book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descriptors, and LBP variants. This volume provides the latest reviews of the literature and a presentation of some of the best LBP variants by researchers at the forefront of textual analysis research and research on LBP descriptors and variants. The value of LBP variants is illustrated with reported experiments using many databases representing a diversity of computer vision applications in medicine, biometrics, and other areas. There is also a chapter that provides an excellent theoretical foundation for texture analysis and LBP in particular. A special section focuses on LBP and LBP variants in the area of face recognition, including thermal face recognition. This book will be of value to anyone already in the field as well as to those interested in learning more about this powerful family of texture descriptors.
Engineering. --- Artificial intelligence. --- Computer vision. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Image Processing and Computer Vision. --- Engineering & Applied Sciences --- Computer Science --- Machine vision --- Vision, Computer --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Construction --- Image processing. --- Computational intelligence. --- Pattern recognition systems. --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Pattern classification systems --- Pattern recognition computers --- Pattern perception --- Computer vision --- Artificial Intelligence. --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Industrial arts --- Technology --- Optical data processing. --- Intelligence, Computational --- Soft computing --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book presents current innovative, alternative and creative approaches that challenge traditional mechanisms in and across disciplines and industries targeting societal impact. A common thread throughout the book is human-centered, uni and multi-modal strategies across the range of human technologies, including sensing and stimuli; virtual and augmented worlds; games for serious applications;accessibility; digital-ethics and more. Focusing on engaging, meaningful, and motivating activities that at the same time offer systemic information on human condition, performance and progress, the book is of interest to anyone seeking to gain insights into the field, be they students, teachers, practicing professionals, consultants, or family representatives. By offering a wider perspective, it addresses the need for a core text that evokes and provokes, engages and demands and stimulates and satisfies.
Engineering. --- Rehabilitation. --- Artificial intelligence. --- Computational intelligence. --- Biomedical engineering. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Biomedical Engineering. --- Rehabilitation technology. --- Engineering, Rehabilitation --- Rehabilitation engineering --- Rehabilitative engineering --- Technology, Rehabilitation --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Biomedical engineering --- Artificial Intelligence. --- Biomedical Engineering and Bioengineering. --- Clinical psychology. --- Mentally ill—Rehabilitation. --- Rehabilitation Psychology. --- Psychiatry --- Psychology, Applied --- Psychological tests
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This book introduces readers to the current trends in using deep learners and deep learner descriptors for medical applications. It reviews the recent literature and presents a variety of medical image and sound applications to illustrate the five major ways deep learners can be utilized: 1) by training a deep learner from scratch (chapters provide tips for handling imbalances and other problems with the medical data); 2) by implementing transfer learning from a pre-trained deep learner and extracting deep features for different CNN layers that can be fed into simpler classifiers, such as the support vector machine; 3) by fine-tuning one or more pre-trained deep learners on an unrelated dataset so that they are able to identify novel medical datasets; 4) by fusing different deep learner architectures; and 5) by combining the above methods to generate a variety of more elaborate ensembles. This book is a value resource for anyone involved in engineering deep learners for medical applications as well as to those interested in learning more about the current techniques in this exciting field. A number of chapters provide source code that can be used to investigate topics further or to kick-start new projects. .
Computational intelligence. --- Artificial intelligence. --- Biomedical engineering. --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Medicine --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Health informatics. --- Computational Intelligence. --- Artificial Intelligence. --- Health Informatics. --- Biomedical Engineering and Bioengineering. --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Data processing
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