Big Data In Dental Research And Oral Healthcare

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Big Data in Dental Research and Oral Healthcare

Author : Tim Joda
Publisher : MDPI
ISBN 13 : 3036504567
Total Pages : 112 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Big Data in Dental Research and Oral Healthcare by : Tim Joda

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,

Big Data in Dental Research and Oral Healthcare

Author : Tim Joda
Publisher :
ISBN 13 : 9783036504575
Total Pages : 112 pages
Book Rating : 4.5/5 (45 download)

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Book Synopsis Big Data in Dental Research and Oral Healthcare by : Tim Joda

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.

Oral Epidemiology

Author : Marco A. Peres
Publisher : Springer Nature
ISBN 13 : 303050123X
Total Pages : 536 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Oral Epidemiology by : Marco A. Peres

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.

Integration of Medical and Dental Care and Patient Data

Author : Valerie Powell
Publisher : Springer Science & Business Media
ISBN 13 : 1447121856
Total Pages : 449 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Integration of Medical and Dental Care and Patient Data by : Valerie Powell

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.

Biostatistics for Oral Healthcare

Author : Jay S. Kim
Publisher : John Wiley & Sons
ISBN 13 : 0470388277
Total Pages : 344 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Biostatistics for Oral Healthcare by : Jay S. Kim

Download or read book Biostatistics for Oral Healthcare written by Jay S. Kim and published by John Wiley & Sons. This book was released on 2008-06-02 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biostatistics for Oral Healthcare offers students, practitioners and instructors alike a comprehensive guide to mastering biostatistics and their application to oral healthcare. Drawing on situations and methods from dentistry and oral healthcare, this book provides a thorough treatment of statistical concepts in order to promote in-depth and correct comprehension, supported throughout by technical discussion and a multitude of practical examples.

Machine Learning in Dentistry

Author : Ching-Chang Ko
Publisher : Springer Nature
ISBN 13 : 3030718816
Total Pages : 186 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Machine Learning in Dentistry by : Ching-Chang Ko

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.

Clinical Research in Oral Health

Author : William V. Giannobile
Publisher : John Wiley & Sons
ISBN 13 : 0813820553
Total Pages : 394 pages
Book Rating : 4.8/5 (138 download)

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Book Synopsis Clinical Research in Oral Health by : William V. Giannobile

Download or read book Clinical Research in Oral Health written by William V. Giannobile and published by John Wiley & Sons. This book was released on 2009-12-09 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Research in Oral Health surveys the essentials of clinical research in oral health, anchoring these principles within the specific context of the oral health arena. Addressing research questions exclusively applicable to dentistry and oral health, the book thoroughly illustrates the principles and practice of oral health clinical research. Clinical Research in Oral Health also clarifies the framework of regulatory issues and presents emerging concepts in clinical translation, relating the research principles to clinical improvement.

Digitization in Dentistry

Author : Priyanka Jain
Publisher : Springer Nature
ISBN 13 : 303065169X
Total Pages : 422 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Digitization in Dentistry by : Priyanka Jain

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.

Statistical and Methodological Aspects of Oral Health Research

Author : Emmanuel Lesaffre
Publisher : John Wiley & Sons
ISBN 13 : 9780470744123
Total Pages : 408 pages
Book Rating : 4.7/5 (441 download)

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Book Synopsis Statistical and Methodological Aspects of Oral Health Research by : Emmanuel Lesaffre

Download or read book Statistical and Methodological Aspects of Oral Health Research written by Emmanuel Lesaffre and published by John Wiley & Sons. This book was released on 2009-03-09 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical and Methodological Aspects of Oral Health Research provides oral health researchers with an overview of the methodological aspects that are important in planning, conducting and analyzing their research projects whilst also providing biostatisticians with an idea of the statistical problems that arise when tackling oral health research questions. This collection presents critical reflections on oral health research and offers advice on practical aspects of setting up research whilst introducing the reader to basic as well as advanced statistical methodology. Features: An introduction to research methodology and an exposition of the state of the art. A variety of examples from oral health research. Contributions from well-known oral health researchers, epidemiologists and biostatisticians, all of whom have rich experience in this area. Recent developments in statistical methodology prompted by a variety of dental applications. Presenting both an introduction to research methodology and an exposition of the latest advances in oral health research, this book will appeal both beginning and experienced oral health researchers as well as biostatisticians and epidemiologists.

Personalized Oral Health Care

Author : Peter J. Polverini
Publisher : Springer
ISBN 13 : 3319232975
Total Pages : 158 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Personalized Oral Health Care by : Peter J. Polverini

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 158 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.

Research Methods for Oral Health Professionals

Author : Michele Leonardi Darby
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Research Methods for Oral Health Professionals by : Michele Leonardi Darby

Download or read book Research Methods for Oral Health Professionals written by Michele Leonardi Darby and published by . This book was released on 1980 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Analytics in Bioinformatics and Healthcare

Author : Wang, Baoying
Publisher : IGI Global
ISBN 13 : 1466666129
Total Pages : 528 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Big Data Analytics in Bioinformatics and Healthcare by : Wang, Baoying

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 528 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.

Oral Healthcare and Technologies: Breakthroughs in Research and Practice

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522519041
Total Pages : 530 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Oral Healthcare and Technologies: Breakthroughs in Research and Practice by : Management Association, Information Resources

Download or read book Oral Healthcare and Technologies: Breakthroughs in Research and Practice written by Management Association, Information Resources and published by IGI Global. This book was released on 2017-03-03 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging innovations in the medical sector have created new opportunities for improved patient care and disease control. By optimizing current practices and procedures, improvements in healthcare delivery and quality can be achieved. Oral Healthcare and Technologies: Breakthroughs in Research and Practice is a comprehensive resource with the latest scholarly perspectives on the technological advancements and real-world applications for oral hygiene and medical care. Featuring extensive coverage across a range of relevant perspectives and topics, such as disease management, healthcare administration, and medical informatics, this multi-volume book is ideally designed for professionals, researchers, students, and practitioners seeking academic material on developments and innovations in oral medicine.

AIoT and Big Data Analytics for Smart Healthcare Applications

Author : Shreyas Suresh Rao, Steven Lawrence Fernandes, Chandra Singh, Rathishchandra R. Gatti, Harisha A., Rohanchandra R. Gatty
Publisher : Bentham Science Publishers
ISBN 13 : 9815196065
Total Pages : 317 pages
Book Rating : 4.8/5 (151 download)

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Book Synopsis AIoT and Big Data Analytics for Smart Healthcare Applications by : Shreyas Suresh Rao, Steven Lawrence Fernandes, Chandra Singh, Rathishchandra R. Gatti, Harisha A., Rohanchandra R. Gatty

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.

National Institute of Dental Research Annual Report

Author : National Institute of Dental Research (U.S.)
Publisher :
ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis National Institute of Dental Research Annual Report by : National Institute of Dental Research (U.S.)

Download or read book National Institute of Dental Research Annual Report written by National Institute of Dental Research (U.S.) and published by . This book was released on 1976 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data, Machine Learning, and Applications

Author : Malaya Dutta Borah
Publisher : Springer Nature
ISBN 13 : 9819934818
Total Pages : 758 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Big Data, Machine Learning, and Applications by : Malaya Dutta Borah

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.

Promoting Inclusion Oral-Health

Author : Ruth E. Freeman
Publisher : MDPI
ISBN 13 : 3039283065
Total Pages : 96 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Promoting Inclusion Oral-Health by : Ruth E. Freeman

Download or read book Promoting Inclusion Oral-Health written by Ruth E. Freeman and published by MDPI. This book was released on 2020-03-25 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this collection of papers is to provide the reader with a cogent understanding of the role of evidence in the development of social or community-based interventions to promote inclusion oral-health and reduce oral health, health, and psychosocial inequities. In addition, this material will include various methods used for their implementation and evaluation. At the outset, the reader will be offered a working definition of inclusion oral-health, which will be modelled on the work of Luchenski et al. [1]. The interventions described are theoretically underpinned by a pluralistic definition of evidence-based practice [2] and the radical discourse of health promotion as postulated by Laverack and Labonte [3] and others [4,5]. This Special Issue will consist of eight papers, including an introduction. The first three papers will examine the various sources of evidence used to transform top-down into bottom-up community-based interventions for people experiencing homelessness; people in custody and for families residing in areas of high social deprivation. The final four papers will report on the implementation and evaluation of social or community-based interventions. This collection of research papers will highlight the importance of focusing on prevention and the adoption of a common risk factor agenda to tackle oral health, health and psychosocial inequities felt by those most excluded in our societies.