Speech And Automata In Health Care

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Speech and Automata in Health Care

Author : Amy Neustein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614519609
Total Pages : 288 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Speech and Automata in Health Care by : Amy Neustein

Download or read book Speech and Automata in Health Care written by Amy Neustein and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-11-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines various speech technologies deployed in healthcare service robots to maximize the robot's ability to interpret user input. Demonstrates how robot anthropomorphic features and etiquette in behavior promotes user-positive emotions, acceptance of robots, and compliance with robot requests. Analyzes how multimodal medical-service robots and other cyber-physical systems can reduce mistakes and mishaps in the operating room. Evaluates various input methods for improving acceptance of robots in the older adult population. Presents case studies of cognitively and socially engaging robots in the long-term care setting for helping older adults with activities of daily living and in the pediatric setting for helping children with autism spectrum conditions and metabolic disorders. Speech and Automata in Health Care forges new ground by closely analyzing how three separate disciplines - speech technology, robotics, and medical/surgical/assistive care - intersect with one another, resulting in an innovative way of diagnosing and treating both juvenile and adult illnesses and conditions. This includes the use of speech-enabled robotics to help the elderly population cope with common problems associated with aging caused by the diminution in their sensory, auditory and motor capabilities. By examining the emerging nexus of speech, automata, and health care, the authors demonstrate the exciting potential of automata, both speech-driven and multimodal, to affect the healthcare delivery system so that it better meets the needs of the populations it serves. This book provides both empirical research findings and incisive literature reviews that demonstrate some of the more novel uses of speech-enabled and multimodal automata in the operating room, hospital ward, long-term care facility, and in the home. Studies backed by major universities, research institutes, and by EU-funded collaborative projects are debuted in this volume. This volume provides a wealth of timely material for industrial engineers, speech scientists, computational linguists, and for signal processing and intelligent systems design experts. Topics include: Spoken Interaction with Healthcare Robots Service Robot Feature Effects on Patient Acceptance/Emotional Response Designing Embodied and Virtual Agents for the Operating Room The Emerging Role of Robotics for Personal Health Management in the Older-Adult Population Why Input Methods for Robots that Serve the Older Adult Are Critical for Usability Socially and Cognitively Engaging Robots in the Long-Term Care Setting Voice-Enabled Assistive Robots for Managing Autism Spectrum Conditions ASR and TTS for Voice-Controlled Robot Interactions in Treating Children with Metabolic Disorders

Speech and Automata in Health Care

Author : Amy Neustein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614515158
Total Pages : 288 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Speech and Automata in Health Care by : Amy Neustein

Advances in Ubiquitous Computing

Author : Amy Neustein
Publisher : Academic Press
ISBN 13 : 0128168943
Total Pages : 338 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Advances in Ubiquitous Computing by : Amy Neustein

Download or read book Advances in Ubiquitous Computing written by Amy Neustein and published by Academic Press. This book was released on 2020-04-07 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Ubiquitous Computing: Cyber-Physical Systems, Smart Cities and Ecological Monitoring debuts some of the newest methods and approaches to multimodal user-interface design, safety compliance, formal code verification and deployment requirements, as they pertain to cyber-physical systems, smart homes and smart cities, and biodiversity monitoring. In this anthology, the authors assiduously examine a panoply of topics related to wireless sensor networks. These topics include interacting with smart-home appliances and biomedical devices, designing multilingual speech recognition systems that are robust to vehicular, mechanical and other noises common to large metropolises, and an examination of new methods of speaker recognition to control for the emotion-state of the speaker, which can easily impede speaker verification over a wireless medium. This volume recognizes that any discussion of pervasive computing in smart cities must not end there, as the perilous effects of climate change proves that our lives are not circumscribed by the geographically sculpted boundaries of cities, counties, countries, or continents. Contributors address present and emerging technologies of scalable biodiversity monitoring: pest control, disease transmission, environmental monitoring, and habitat preservation. The need to collect, store, process, and interpret vast amounts of data originating from sources spread over large areas and for prolonged periods of time requires immediate data storage and processing, reliable networking, and solid communication infrastructure, along with intelligent data analysis and interpretation methods that can resolve contradictions and uncertainty in the data—all of which can be bolstered by modern advances in ubiquitous computing. Examines the history, scope and advances in ubiquitous computing, including threats to wildlife, tracking of disease, smart cities and Wireless Sensor Networks Discusses user interface design, implementation and deployment of cyber-physical systems, such as wireless sensor networks, Internet of Things devices, and other networks of physical devices that have computational capabilities and reporting devices Covers the need for improved data sharing networks

Assistive Technologies for Differently Abled Students

Author : Dhamdhere, Sangeeta
Publisher : IGI Global
ISBN 13 : 1799847373
Total Pages : 353 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Assistive Technologies for Differently Abled Students by : Dhamdhere, Sangeeta

Download or read book Assistive Technologies for Differently Abled Students written by Dhamdhere, Sangeeta and published by IGI Global. This book was released on 2022-04-22 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: In higher education systems, equal importance must be given to differently abled students. However, not all educational institutions have infrastructure and facilities to admit these students even though accessibility and support for these students is growing. There are many schemes, facilities, services, and financial assistance available to these students along with new assistive technologies that are making teaching and learning processes more effective. While using new technologies in education systems such as e-learning and blended learning, these students need special attention as well as some advanced training and additional features in the technology itself that better help them become familiar with it. Understanding the demands and requirements of differently abled students is the best way to provide them with quality education. Assistive Technologies for Differently Abled Students explores how to implement effective assistive technologies and other related services for providing differently abled students an education that is high quality and equal to their peers, enabling them to go on and excel in their field and obtain employment. Topics that are highlighted within this book include an overview for the different types of diverse assistive technologies for all types of students including students with visual impairments, learning disabilities, physical challenges, and more. This book is ideal for school administrators, researchers of higher educational institutes, non-governmental organizations, assistive technology experts, IT professionals, social workers, inservice and preservice teachers, teacher educators, practitioners, researchers, academicians, and students looking for information on the types of assistive technologies being employed in education for all types of differently abled students.

Text Mining of Web-Based Medical Content

Author : Amy Neustein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614519765
Total Pages : 284 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Text Mining of Web-Based Medical Content by : Amy Neustein

Download or read book Text Mining of Web-Based Medical Content written by Amy Neustein and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: •Includes Text Mining and Natural Language Processing Methods for extracting information from electronic health records and biomedical literature. •Analyzes text analytic tools for new media such as online forums, social media posts, tweets and video sharing. •Demonstrates how to use speech and audio technologies for improving access to online content for the visually impaired. Text Mining of Web-Based Medical Content examines various approaches to deriving high quality information from online biomedical literature, electronic health records, query search terms, social media posts and tweets. Using some of the latest empirical methods of knowledge extraction, the authors show how online content, generated by both professionals and laypersons, can be mined for valuable information about disease processes, adverse drug reactions not captured during clinical trials, and tropical fever outbreaks. Additionally, the authors show how to perform infromation extraction on a hospital intranet, how to build a social media search engine to glean information about patients' own experiences interacting with healthcare professionals, and how to improve access to online health information. This volume provides a wealth of timely material for health informatic professionals and machine learning, data mining, and natural language researchers. Topics in this book include: •Mining Biomedical Literature and Clinical Narratives •Medication Information Extraction •Machine Learning Techniques for Mining Medical Search Queries •Detecting the Level of Personal Health Information Revealed in Social Media •Curating Layperson’s Personal Experiences with Health Care from Social Media and Twitter •Health Dialogue Systems for Improving Access to Online Content •Crowd-based Audio Clips to Improve Online Video Access for the Visually Impaired •Semantic-based Visual Information Retrieval for Mining Radiographic Image Data •Evaluating the Importance of Medical Terminology in YouTube Video Titles and Descriptions

Acoustic Analysis of Pathologies

Author : Amy Neustein
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1501513168
Total Pages : 224 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Acoustic Analysis of Pathologies by : Amy Neustein

Download or read book Acoustic Analysis of Pathologies written by Amy Neustein and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-08-10 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the reader with empirical findings on innovative signal processing approaches to detecting pathologies in infant cries, by comparing new technological approaches to standard ones. The contributors examine novel approaches to machine adaptation to dysarthric speech.

Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection

Author : Yves Demazeau
Publisher : Springer Nature
ISBN 13 : 303049778X
Total Pages : 471 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection by : Yves Demazeau

Download or read book Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection written by Yves Demazeau and published by Springer Nature. This book was released on 2020-07-01 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 18th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2020, held in L'Aquila, Italy, in October 2020. The 29 regular and 17 demo papers presented in this volume were carefully reviewed and selected from 64 submissions. They deal with the application and validation of agent-based models, methods, and technologies in a number of key applications areas, including: advanced models and learning, agent-based programming, decision-making, educa-tion and social interactions, formal and theoretic models, health and safety, mobility and the city, swarms and task allocation.

Design of Multimodal Mobile Interfaces

Author : Nava Shaked
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1501502735
Total Pages : 239 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Design of Multimodal Mobile Interfaces by : Nava Shaked

Download or read book Design of Multimodal Mobile Interfaces written by Nava Shaked and published by Walter de Gruyter GmbH & Co KG. This book was released on 2016-04-25 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: The “smart mobile” has become an essential and inseparable part of our lives. This powerful tool enables us to perform multi-tasks in different modalities of voice, text, gesture, etc. The user plays an important role in the mode of operation, so multimodal interaction provides the user with new complex multiple modalities of interfacing with a system, such as speech, touch, type and more. The book will discuss the new world of mobile multimodality, focusing on innovative technologies and design which create a state-of-the-art user interface. It will examine the practical challenges entailed in meeting commercial deployment goals, and offer new approaches to the designing such interfaces. A multimodal interface for mobile devices requires the integration of several recognition technologies together with sophisticated user interface and distinct tools for input and output of data. The book will address the challenge of designing devices in a synergetic fashion which does not burden the user or to create a technological overload.

Computational Bioacoustics

Author : Todor Ganchev
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614519668
Total Pages : 344 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Computational Bioacoustics by : Todor Ganchev

Download or read book Computational Bioacoustics written by Todor Ganchev and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-06-26 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an overview of some recent advances in the Computational Bioacoustics methods and technology. In the focus of discussion is the pursuit of scalability, which would facilitate real-world applications of different scope and purpose, such as wildlife monitoring, biodiversity assessment, pest population control, and monitoring the spread of disease transmitting mosquitoes. The various tasks of Computational Bioacoustics are described and a wide range of audio parameterization and recognition tasks related to the automated recognition of species and sound events is discussed. Many of the Computational Bioacoustics methods were originally developed for the needs of speech, audio, or image processing, and afterwards were adapted to the requirements of automated acoustic recognition of species, or were elaborated further to address the challenges of real-world operation in 24/7 mode. The interested reader is encouraged to follow the numerous references and links to web resources for further information and insights. This book is addressed to Software Engineers, IT experts, Computer Science researchers, Bioacousticians, and other practitioners concerned with the creation of new tools and services, aimed at enhancing the technological support to Computational Bioacoustics applications. STTM, Speech Technology and Text Mining in Medicine and Health Care This series demonstrates how the latest advances in speech technology and text mining positively affect patient healthcare and, in a much broader sense, public health at large. New developments in text mining methods have allowed health care providers to monitor a large population of patients at any time and from any location. Employing advanced summarization techniques, patient data can be readily extracted from extensive clinical documents in electronic health records and immediately made available to the physician. These same summarization techniques can also aid the healthcare provider in extracting from the large corpora of medical literature the relevant information for treating the patient. The series topics include the design and acceptance of speech-enabled robots that assist in the operating room, studies of signal processing and acoustic modeling for speech and communication disorders, advanced statistical speech enhancement methods for creating synthetic voice, and technologies for addressing speech and language impairments. Titles in the Series consist of both authored books and edited contributions. All authored books and contributed works are peer-reviewed. The Series is for speech scientists and speech engineers, machine learning experts, biomedical engineers, medical speech pathologists, linguists, and healthcare professionals

Interactive Mobile Communication Technologies and Learning

Author : Michael E. Auer
Publisher : Springer
ISBN 13 : 3319751751
Total Pages : 980 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Interactive Mobile Communication Technologies and Learning by : Michael E. Auer

Download or read book Interactive Mobile Communication Technologies and Learning written by Michael E. Auer and published by Springer. This book was released on 2018-02-13 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interactive mobile technologies have now become the core of many—if not all—fields of society. Not only do the younger generation of students expect a mobile working and learning environment, but also the new ideas, technologies and solutions introduced on a nearly daily basis also boost this trend. Discussing and assessing key trends in the mobile field were the primary aims of the 11th International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL2017), which was held in Thessaloniki from 30 November to 01 December 2017. Since being founded in 2006, the conference has been devoted to new approaches in interactive mobile technologies, with a focus on learning. The IMCL conferences have in the meanwhile become a central forum of the exchange of new research results and relevant trends, as well as best practices. This book contains papers in the fields of: Future Trends and Emerging Mobile Technologies Design and Development of Mobile Learning Apps and Content Mobile Games—Gamification and Mobile Learning Adaptive Mobile Environments Augmented Reality and Immersive Applications Tangible, Embedded and Embodied Interaction Interactive Collaborative and Blended Learning Digital Technology in Sports Mobile Health Care and Training Multimedia Learning in Music Education 5G Network Infrastructure Case Studies Real-World Experiences The content will appeal to a broad readership, including policymakers, academics, educators, researchers in pedagogy and learning theory, school teachers, the learning industry, further education lecturers, etc.

Signals and Systems

Author : Gang Li
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110379546
Total Pages : 282 pages
Book Rating : 4.1/5 (13 download)

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Book Synopsis Signals and Systems by : Gang Li

Download or read book Signals and Systems written by Gang Li and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-10-16 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signals and systems enjoy wide application in industry and daily life, and understanding basic concepts of the subject area is of importance to undergraduates majoring in engineering. With rigorous mathematical deduction, this introductory text book is helpful for students who study communications engineering, electrical and electronic engineering, and control engineering. Additionally, supplementary materials are provided for self-learners.

Complex Behavior in Evolutionary Robotics

Author : Lukas König
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110409186
Total Pages : 262 pages
Book Rating : 4.1/5 (14 download)

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Book Synopsis Complex Behavior in Evolutionary Robotics by : Lukas König

Download or read book Complex Behavior in Evolutionary Robotics written by Lukas König and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-03-30 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, autonomous robots are used in a rather limited range of applications such as exploration of inaccessible locations, cleaning floors, mowing lawns etc. However, ongoing hardware improvements (and human fantasy) steadily reveal new robotic applications of significantly higher sophistication. For such applications, the crucial bottleneck in the engineering process tends to shift from physical boundaries to controller generation. As an attempt to automatize this process, Evolutionary Robotics has successfully been used to generate robotic controllers of various types. However, a major challenge of the field remains the evolution of truly complex behavior. Furthermore, automatically created controllers often lack analyzability which makes them useless for safety-critical applications. In this book, a simple controller model based on Finite State Machines is proposed which allows a straightforward analysis of evolved behaviors. To increase the model's evolvability, a procedure is introduced which, by adapting the genotype-phenotype mapping at runtime, efficiently traverses both the behavioral search space as well as (recursively) the search space of genotype-phenotype mappings. Furthermore, a data-driven mathematical framework is proposed which can be used to calculate the expected success of evolution in complex environments.

Patient-Provider Communication

Author : Sarah W. Blackstone
Publisher : Plural Publishing
ISBN 13 : 1597567957
Total Pages : 353 pages
Book Rating : 4.5/5 (975 download)

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Book Synopsis Patient-Provider Communication by : Sarah W. Blackstone

Download or read book Patient-Provider Communication written by Sarah W. Blackstone and published by Plural Publishing. This book was released on 2015-04-30 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patient-Provider Communication: Roles for Speech-Language Pathologists and Other Health Care Professionals presents timely information regarding effective patient-centered communication across a variety of health care settings. Speech-language pathologists, who serve the communication needs of children and adults, as well as professionals from medical and allied health fields will benefit from this valuable resource. This text is particularly relevant because of changes in health care law and policy. It focuses on value-based care, patient engagement, and positive patient experiences that produce better outcomes. Authors describe evidence-based strategies that support communication vulnerable patients, including individuals who have difficulty speaking, hearing, understanding, seeing, reading, and writing, as well as patients whose challenges reflect limited health literacy, and/or differences in language, culture, religion, sexual orientation, and so on. Topics addressed include patient-provider communication in medical education, emergency and disaster scenarios, doctor's offices and clinics, adult and pediatric acute care settings, rehabilitation, long-term residential care, and hospice/palliative care situations. The editors are recognized internationally for their work in the field of communication disorders and have been active in the area of patient-provider communication for many years. Patient-Provider Communication is a must-have resource for speech-language pathologists and other health care providers at the forefront of quality patient-centered care.

Computational Intelligence for Machine Learning and Healthcare Informatics

Author : Rajshree Srivastava
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110648199
Total Pages : 346 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Computational Intelligence for Machine Learning and Healthcare Informatics by : Rajshree Srivastava

Download or read book Computational Intelligence for Machine Learning and Healthcare Informatics written by Rajshree Srivastava and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-06-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. It is intended to provide a unique compendium of current and emerging machine learning paradigms for healthcare informatics, reflecting the diversity, complexity, and depth and breadth of this multi-disciplinary area.

Clear Speech

Author : Frank Rudzicz
Publisher : Springer Nature
ISBN 13 : 3031015991
Total Pages : 87 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Clear Speech by : Frank Rudzicz

Download or read book Clear Speech written by Frank Rudzicz and published by Springer Nature. This book was released on 2022-05-31 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approximately 10% of North Americans have some communication disorder. These can be physical as in cerebral palsy and Parkinson's disease, cognitive as in Alzheimer's disease and dementia generally, or both physical and cognitive as in stroke. In fact, deteriorations in language are often the early hallmarks of broader diseases associated with older age, which is especially relevant since aging populations across many nations will result in a drastic increase in the prevalence of these types of disorders. A significant change to how healthcare is administered, brought on by these aging populations, will increase the workload of speech-language pathologists, therapists, and caregivers who are often already overloaded. Fortunately, modern speech technology, such as automatic speech recognition, has matured to the point where it can now have a profound positive impact on the lives of millions of people living with various types of disorders. This book serves as a common ground for two communities: clinical linguists (e.g., speech-language pathologists) and technologists (e.g., computer scientists). This book examines the neurological and physical causes of several speech disorders and their clinical effects, and demonstrates how modern technology can be used in practice to manage those effects and improve one's quality of life. This book is intended for a broad audience, from undergraduates to more senior researchers, as well as to users of these technologies and their therapists.

Advances in Practical Applications of Agents and Multiagent Systems

Author : Yves Demazeau
Publisher : Springer Science & Business Media
ISBN 13 : 3642123848
Total Pages : 300 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Practical Applications of Agents and Multiagent Systems by : Yves Demazeau

Download or read book Advances in Practical Applications of Agents and Multiagent Systems written by Yves Demazeau and published by Springer Science & Business Media. This book was released on 2010-04-15 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is an international yearly stage to present, to discuss, and to disseminate the latest advances and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development of Agents and Multi-Agent Systems. This volume presents the papers that have been accepted for the 2010 edition. These articles capture the most innovative results and this year’s advances. Each paper has been reviewed by three different reviewers, from an international com-mittee composed of 82 members from 26 different countries. From the 66 submissions received, 19 were selected for full presentation at the conference, and 14 were accepted as short papers. Moreover, PAAMS'10 incorporated special ses-sions and workshops to complement the regular program, which included 85 ac-cepted papers.

Biomedical Informatics

Author : Edward H. Shortliffe
Publisher : Springer Science & Business Media
ISBN 13 : 1447144740
Total Pages : 965 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Biomedical Informatics by : Edward H. Shortliffe

Download or read book Biomedical Informatics written by Edward H. Shortliffe and published by Springer Science & Business Media. This book was released on 2013-12-02 with total page 965 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of computer science, decision science, information science, cognitive science, and biomedicine. Now revised and in its third edition, this text meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Authored by leaders in medical informatics and extensively tested in their courses, the chapters in this volume constitute an effective textbook for students of medical informatics and its areas of application. The book is also a useful reference work for individual readers needing to understand the role that computers can play in the provision of clinical services and the pursuit of biological questions. The volume is organized so as first to explain basic concepts and then to illustrate them with specific systems and technologies.