Download or read book Big Data in Dental Research and Oral Healthcare written by Tim Joda and published by MDPI. This book was released on 2021-04-01 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Progress in information technology has fostered a global explosion of data generation. Accumulated big data are now estimated to be 4.4 zettabytes in the digital universe; and trends predict an exponential increase in the future. Health data are gathered from professional routine care and other expanded sources including the social determinants of health, such as Internet of Things. Biomedical research has recently moved through three stages in digital healthcare: (1) data collection; (2) data sharing; and (3) data analytics. With the explosion of stored health data, dental medicine is edging into its fourth stage of digitization using new technologies including augmented and virtual reality, artificial intelligence, and blockchain. Big data collaborations involve interactions between a diverse range of stakeholders with analytical, technical and political focus. In oral healthcare, data technology has many areas of application: prognostic analysis and predictive modeling, the identification of unknown correlations of diseases, clinical decision support for novel treatment concepts, public health surveys and population-based clinical research, as well as the evaluation of healthcare systems. The objective of this Special Issue is to provide an update on the current knowledge with state-of-the-art theory and practical information on human and social perspectives that determine the uptake of technological innovations in big data science in the field of dental medicine. Moreover, it will focus on the identification of future research needs to manage the continuous increase in health data and to accomplish its clinical translation for patient-centered research and personalized dentistry. This Special Issue welcomes all types of studies and reviews considering the perspectives of different stakeholders on technological innovations for big data science in all dental disciplines. Kind regards,

Download or read book Big Data in Dental Research and Oral Healthcare written by Tim Joda and published by . This book was released on 2021 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Progress in information technology has fostered a global explosion of data generation. Accumulated big data are now estimated to be 4.4 zettabytes in the digital universe; and trends predict an exponential increase in the future. Health data are gathered from professional routine care and other expanded sources including the social determinants of health, such as Internet of Things. Biomedical research has recently moved through three stages in digital healthcare: (1) data collection; (2) data sharing; and (3) data analytics. With the explosion of stored health data, dental medicine is edging into its fourth stage of digitization using new technologies including augmented and virtual reality, artificial intelligence, and blockchain. Big data collaborations involve interactions between a diverse range of stakeholders with analytical, technical and political focus. In oral healthcare, data technology has many areas of application: prognostic analysis and predictive modeling, the identification of unknown correlations of diseases, clinical decision support for novel treatment concepts, public health surveys and population-based clinical research, as well as the evaluation of healthcare systems. The objective of this Special Issue is to provide an update on the current knowledge with state-of-the-art theory and practical information on human and social perspectives that determine the uptake of technological innovations in big data science in the field of dental medicine. Moreover, it will focus on the identification of future research needs to manage the continuous increase in health data and to accomplish its clinical translation for patient-centered research and personalized dentistry. This Special Issue welcomes all types of studies and reviews considering the perspectives of different stakeholders on technological innovations for big data science in all dental disciplines. Kind regards.

Download or read book Oral Epidemiology written by Marco A. Peres and published by Springer Nature. This book was released on 2020-10-19 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This intermediate textbook on oral epidemiology is designed to meet the needs of advanced students in the fields of Dentistry and Oral Health and dentists in the early stages of their career. Readers will find detailed information on the epidemiology of individual diseases and disorders and on hot topics and methods in oral health research. The extensive first part of the book explores the international epidemiological literature regarding a wide range of conditions, from dental caries and periodontal diseases to halitosis and malocclusions. In each case, the prevalence, disease-specific measures, and associated factors are identified. Attention is then focused on cutting-edge research topics in oral epidemiology, such as the intriguing mechanisms linking oral diseases and chronic general diseases, life course epidemiology, and the role of socioeconomic determinants of oral health. The final part of the book is devoted to description of the epidemiological methods and tools applied in the field of oral health. Here, the coverage includes validation of questionnaires, data collection and data analyses, and systematic reviews and meta-analyses.

Download or read book A Life Course Perspective on Health Trajectories and Transitions written by Claudine Burton-Jeangros and published by Springer. This book was released on 2015-08-11 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book examines health trajectories and health transitions at different stages of the life course, including childhood, adulthood and later life. It provides findings that assess the role of biological and social transitions on health status over time. The essays examine a wide range of health issues, including the consequences of military service on body mass index, childhood obesity and cardiovascular health, socio-economic inequalities in preventive health care use, depression and anxiety during the child rearing period, health trajectories and transitions in people with cystic fibrosis and oral health over the life course. The book addresses theoretical, empirical and methodological issues as well as examines different national contexts, which help to identify factors of vulnerability and potential resources that support resilience available for specific groups and/or populations. Health reflects the ability of individuals to adapt to their social environment. This book analyzes health as a dynamic experience. It examines how different aspects of individual health unfold over time as a result of aging but also in relation to changing socioeconomic conditions. It also offers readers potential insights into public policies that affect the health status of a population.

Download or read book Digitization in Dentistry written by Priyanka Jain and published by Springer Nature. This book was released on 2021-03-22 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides evidence-based guidance on the clinical applications of digital dentistry, that is, the use of dental technologies or devices that incorporate digital or computer-controlled components for the performance of dental procedures. Readers will find practically oriented information on the digital procedures currently in use in various fields of dental practice, including, for example, diagnosis and treatment planning, oral radiography, endodontics, orthodontics, implant dentistry, and esthetic dentistry. The aim is to equip practitioners with the knowledge required in order to enhance their daily practice. To this end, a problem-solving approach is adopted, with emphasis on key concepts and presentation of details in a sequential and easy to follow manner. Clear recommendations are set out, and helpful tips and tricks are highlighted. The book is written in a very readable style and is richly illustrated. Whenever appropriate, information is presented in tabular form to provide a ready overview of answers to frequent doubts and questions.

Download or read book Personalized Oral Health Care written by Peter J. Polverini and published by Springer. This book was released on 2016-01-22 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the oral health care environment as the transition is made to a system increasingly focusing on disease prevention, early intervention to minimize disease progression, and a personalized approach that meets each individual’s needs. Descriptions are provided of an array of technologies based on rapid advances in genomic medicine and omics technology that are already entering clinical practice and promise to have a huge impact on risk assessment, diagnosis, and therapy. Detailed consideration is also paid to personalized health insurance in the new environment, the impact of personalized health care on the economics of health care, and the consequences for the global diagnostic market place and improved access to care. The changes in dental education required to produce dentists better equipped to participate in the new health care environment are examined, and the book concludes by considering key opportunities and challenges.

Download or read book Big Data Analytics in Bioinformatics and Healthcare written by Wang, Baoying and published by IGI Global. This book was released on 2014-10-31 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Download or read book The U S Oral Health Workforce in the Coming Decade written by Institute of Medicine and published by National Academies Press. This book was released on 2009-11-24 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Access to oral health services is a problem for all segments of the U.S. population, and especially problematic for vulnerable populations, such as rural and underserved populations. The many challenges to improving access to oral health services include the lack of coordination and integration among the oral health, public health, and medical health care systems; misaligned payment and education systems that focus on the treatment of dental disease rather than prevention; the lack of a robust evidence base for many dental procedures and workforce models; and regulatory barriers that prevent the exploration of alternative models of care. This volume, the summary of a three-day workshop, evaluates the sufficiency of the U.S. oral health workforce to consider three key questions: What is the current status of access to oral health services for the U.S. population? What workforce strategies hold promise to improve access to oral health services? How can policy makers, state and federal governments, and oral health care providers and practitioners improve the regulations and structure of the oral health care system to improve access to oral health services?

Download or read book AIoT and Big Data Analytics for Smart Healthcare Applications written by Shreyas Suresh Rao, Steven Lawrence Fernandes, Chandra Singh, Rathishchandra R. Gatti, Harisha A., Rohanchandra R. Gatty and published by Bentham Science Publishers. This book was released on 2023-12-26 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: AIoT (Artificial Intelligence of Things) and Big Data Analytics are catalyzing a healthcare revolution. This book is an accessible volume that summarizes the information available. In this book, researchers explore how AIoT and Big Data can seamlessly integrate into healthcare, enhancing medical services and devices while adhering to established protocols. The book demonstrates the crucial role of these technologies during healthcare crises like the COVID-19 pandemic. It presents novel solutions and computational techniques powered by AIoT, Machine Learning, and Deep Learning, providing a new frontier in healthcare problem-solving. Key Features: Real-Life Illustrations: Real-world examples showcase AIoT and Big Data in action, highlighting their impact in healthcare. Comprehensive Exploration: The book offers a thorough examination of AIoT, Big Data, and their harmonious synergy within the healthcare landscape. Visual Aids: Complex concepts become approachable through diagrams, flowcharts, and infographics, making technical processes and system designs more digestible. Ethical Insights: Delving into the ethical dimensions of AIoT and Big Data, it addresses concerns like data bias, patient consent, and transparency in healthcare. Forward-Looking Discourse: The book engages with emerging trends, potential innovations, and the future direction of AIoT and Big Data, making it a compass for healthcare transformation. Researchers, whether from academia, industry, or research and development organizations, interested in AIoT, Big Data, artificial intelligence, and healthcare optimization, will find this book informative. It also serves as an update for tech enthusiasts who want to explore the future of healthcare powered by AI and data.

Download or read book Big Data Machine Learning and Applications written by Malaya Dutta Borah and published by Springer Nature. This book was released on 2024-01-06 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the Second International Conference on Big Data, Machine Learning, and Applications, BigDML 2021. The volume focuses on topics such as computing methodology; machine learning; artificial intelligence; information systems; security and privacy. This volume will benefit research scholars, academicians, and industrial people who work on data storage and machine learning.

Download or read book Integration of Medical and Dental Care and Patient Data written by Valerie Powell and published by Springer Science & Business Media. This book was released on 2012-01-18 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book informs readers of the needs and rationale for the integration of medical and dental care and information with an international perspective as to how and where medical and dental care separated into specific domains. It provide high level guidance on issues involved with care and data integration and how to achieve an integrated model of health care supported by integrated HIT. A patient typically expects that a visit to a dentist can usually be resolved immediately. This expectation places a premium on instant, accurate, thorough, and current information. The state-of-the-art of fully integrated (dental-medical) electronic health record (EHR) is covered and this is contrasted with the current state of dental-medical software. While dentists in the US Veterans Health Administration (VHA), the US Indian Health Service (IHS), or the US military, for example, have access to fully integrated health records, most US clinicians still gather information from separate sources via fax or phone calls. The authors provide an in-depth discussion of the role of informatics and information science in the articulation of medical and dental practices and clinical data with the focus on applied clinical informatics to improve quality of care, practice efficiency, coordination and continuity of care, communication between physicians and dentists and to provide a more comprehensive care for the patients. Lastly, the book examines advances in medical and dental research and how these may affect dentistry in the future. Most new advances in healthcare research are information-intensive.

Download or read book Multidisciplinarity and Interdisciplinarity in Health written by Nima Rezaei and published by Springer Nature. This book was released on 2022-08-02 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributed volume "Multidisciplinarity and Interdisciplinarity in Health" is a health-centered volume of the Integrated Science Book series. Lack of confidence, lack of expertise, complexities of healthcare, the confusing nature of healthcare environments, and lack of organization and standardization can become obstacles to successful communication. This volume establishes how extensive is the interface between formal sciences and medical sciences on health-related issues. The book provides an overview of the value of the integration of formal, biological, and medical sciences and related products, i.e., health informatics and biomedical engineering, to frame a holistic approach to health systems, healthcare, medical practice, drug discovery, and medical device design. The book also focuses on innovative solutions to the most critical issues of different health crisis, including obesity, infectious outbreaks, and cancer that can be found by using an integrative approach. It also contains the fascinating crossroads between medical sciences, physics, and mind that is discussed from multiple perspectives on cognition, neuroscience, and psychiatry. These multidisciplinary considerations will expand the concepts of creativity, leadership, aesthetics, empathy and mental health.

Download or read book Big Data Analytics and Intelligence written by Poonam Tanwar and published by Emerald Group Publishing. This book was released on 2020-09-30 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval.

Download or read book Nutrition and Oral Health written by Gerry McKenna and published by Springer Nature. This book was released on 2021-09-24 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores in depth the relationships between nutrition and oral health. Oral health is an integral part of general health across the life course, and this book examines nutritional and oral health considerations from childhood through to old age, with particular attention focused on the consequences of demographic changes. Current knowledge on the consequences of poor diet for the development and integrity of the oral cavity, tooth loss, and the progression of oral diseases is thoroughly reviewed. Likewise, the importance of maintenance of a disease-free and functional dentition for nutritional well-being at all stages of life is explained. Evidence regarding the impact of oral rehabilitation on nutritional status is evaluated, and strategies for changing dietary behaviour in order to promote oral health are described. Nutrition and Oral Health will be an ideal source of information for all who are seeking a clearly written update on the subject.

Download or read book Proceedings of Health Economics Policy Outcomes Research 2017 written by ConferenceSeries and published by ConferenceSeries. This book was released on with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: June 29-30, 2017 Madrid, Spain Key Topics : Health Economics, Health Economics and Policy, Health Economics and Health Care Services, Health Economics and Pharmaceutical Manufacturers, Health Economics and Health Insurance, Health Economics and Outcome Research, Health Economics and Econometrics, Health Economics and Health Statistics, Health Economics Modelling, Health Economics and Behavioural economics, Health Economics and Public health economics, Health Economics and Health care Markets, Health Economics and Financing, Health Economics and International Economics, Health care services and insurance, Economics of Health innovation, Hospital Services, Outcome Research and Epidemiology, Economic Epidemiology, Health Economics and Macroeconomics,

Download or read book Integration of Medical and Dental Care and Patient Data written by Amit Acharya and published by Springer. This book was released on 2018-11-30 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This largely revised second edition comprehensively reviews the need and rationale for the integration of medical and dental patient data. The reader will find extensive guidance on issues involved with care and data integration, and how to achieve an integrated model of healthcare. The book discusses how the use of state-of-the-art, fully integrated (dental-medical), electronic health records can improve clinical, financial as well as societal outcomes. In the book you will also find different aspects that play a role in integration including existing clinical software implementations (and their paths for integration), clinical touch points, and how current and future developments will facilitate the integration process in a more efficient way. This second edition of Integration of Medical and Dental Care and Patient Data details the available methods and technologies for successfully integrating patient medical and dental data. It is, therefore, an important and timely update for informaticians and a broad range of both dental and medical professionals and other health professionals (dental assistants, hygienists, nurses) as well as clinical students entering the professional environment.

Download or read book Machine Learning in Dentistry written by Ching-Chang Ko and published by Springer Nature. This book was released on 2021-07-24 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews all aspects of the use of machine learning in contemporary dentistry, clearly explaining its significance for dental imaging, oral diagnosis and treatment, dental designs, and dental research. Machine learning is an emerging field of artificial intelligence research and practice in which computer agents are employed to improve perception, cognition, and action based on their ability to “learn”, for example through use of big data techniques. Its application within dentistry is designed to promote personalized and precision patient care, with enhancement of diagnosis and treatment planning. In this book, readers will find up-to-date information on different machine learning tools and their applicability in various dental specialties. The selected examples amply illustrate the opportunities to employ a machine learning approach within dentistry while also serving to highlight the associated challenges. Machine Learning in Dentistry will be of value for all dental practitioners and researchers who wish to learn more about the potential benefits of using machine learning techniques in their work.