German Medical Data Sciences A Learning Healthcare System

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German Medical Data Sciences: A Learning Healthcare System

Author : U. Hübner
Publisher : IOS Press
ISBN 13 : 1614998965
Total Pages : 262 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis German Medical Data Sciences: A Learning Healthcare System by : U. Hübner

Download or read book German Medical Data Sciences: A Learning Healthcare System written by U. Hübner and published by IOS Press. This book was released on 2018-09-06 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in digital and information technology have meant that medical informatics and its associated fields are of ever-increasing importance in the modern healthcare environment. This book presents selected papers from the 63rd annual conference of the German Society of Medical Information Sciences, Biometry, and Epidemiology, GMDS 2018, held in Osnabrück, Germany, in September 2018. The society encompasses not only medical informatics, biometry and epidemiology, but also medical bioinformatics, systems biology and health data management. The title of this year’s conference is “The Learning Health System: Research Based, Innovative, Connecting”, and 38 full papers of the 164 oral presentations and 65 posters delivered at the conference are included here. A wide variety of scientific topics are covered, including standards to enable the interoperable interchange of information; metadata management; record linkage; IT issues for health care networks; interprofessional teaching and training; eHealth legislation; analysis of miRNAs and RNA-Seq data, among others. The contributors are all specialists in their field, and this book disseminates some of the innovative ideas which are urgently needed to meet the challenges facing a constantly developing digital healthcare environment.

German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable!

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 1643683039
Total Pages : 128 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! by : R. Röhrig

Download or read book German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! written by R. Röhrig and published by IOS Press. This book was released on 2022-08-31 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of medical research has always been to gain scientific knowledge which will serve to improve the diagnosis, therapy and prevention of diseases. It is also becoming increasingly important to take account of the changing circumstances of medical care. Factors such as the ageing of society and the recent pandemic have not only led to greater use of medical care, but have also put the human resources and infrastructural basis of the health system under great pressure. Such developments call for science-based solutions which can better adapt medical action to the needs of patients to ensure that medicine remains affordable and accessible for all. This book is the 6th volume of the German Medical Data Science series in Studies in Health Technology and Informatics and presents the proceedings of the joint conference of the 67th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology (GMDS) and the 14th Annual Meeting of the Technology and Methods Platform for Networked Medical Research (TMF). The conference was entitled Medicine in Transition - More Precise, More Integrative, More Sustainable. It was due to be held from 21-25 August 2022 in Kiel, Germany, but was changed to an online event on the same dates due to an increasing surge in cases of coronavirus. The pandemic has not only disrupted the planning of many events, it has also impressively demonstrated the importance of technical and methodological aspects of digitization. The 13 papers included here address the challenges of and opportunities for the digitization so vital for the functionality of the modern healthcare system, and the book will be of interest to all those involved in the planning and delivery of healthcare.

German Medical Data Sciences: Visions and Bridges

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 1614998086
Total Pages : 244 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis German Medical Data Sciences: Visions and Bridges by : R. Röhrig

Download or read book German Medical Data Sciences: Visions and Bridges written by R. Röhrig and published by IOS Press. This book was released on 2017-09-26 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in an age characterized by computerized information, but ubiquitous information technology has profoundly changed our healthcare systems and, if not adequately trained to deal with it, healthcare professionals can all too easily be overwhelmed by the complexity and magnitude of the data. This demands new skills from physicians as well as novel ways to provide medical knowledge. Selecting and assessing relevant information presents a challenge which can only be met by bridging the various disciplines in healthcare and the data sciences. This book presents the proceedings of the 62nd annual meeting of the German Association of Medical Informatics, Biometry and Epidemiology (German Medical Data Sciences – GMDS 2017): Visions and Bridges, held in Oldenburg, Germany, in September 2017. The 242 submissions to the conference included 77 full papers, of which 42 were accepted for publication here after rigorous review. These are divided into 7 sections: teaching and training; epidemiological surveillance, screening and registration; research methods; IT infrastructure for biomedical research/data integration centers; healthcare information systems; interoperability – standards, terminologies, classification; and biomedical informatics, innovative algorithms and signal processing. The book provides a vision for healthcare in the information age, and will be of interest to all those concerned with improving clinical decision making and the effectiveness and efficiency of health systems using data methods and technology.

German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable!

Author : R. Röhrig
Publisher :
ISBN 13 : 9781643683027
Total Pages : 0 pages
Book Rating : 4.6/5 (83 download)

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Book Synopsis German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! by : R. Röhrig

Download or read book German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! written by R. Röhrig and published by . This book was released on 2022-08-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of medical research has always been to gain scientific knowledge which will serve to improve the diagnosis, therapy and prevention of diseases. It is also becoming increasingly important to take account of the changing circumstances of medical care. Factors such as the ageing of society and the recent pandemic have not only led to greater use of medical care, but have also put the human resources and infrastructural basis of the health system under great pressure. Such developments call for science-based solutions which can better adapt medical action to the needs of patients to ensure that medicine remains affordable and accessible for all.This book is the 6th volume of the German Medical Data Science series in Studies in Health Technology and Informatics and presents the proceedings of the joint conference of the 67th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology (GMDS) and the 14th Annual Meeting of the Technology and Methods Platform for Networked Medical Research (TMF). The conference was entitled Medicine in Transition - More Precise, More Integrative, More Sustainable. It was due to be held from 21-25 August 2022 in Kiel, Germany, but was changed to an online event on the same dates due to an increasing surge in cases of coronavirus. The pandemic has not only disrupted the planning of many events, it has also impressively demonstrated the importance of technical and methodological aspects of digitization. The 13 papers included here address the challenges of and opportunities for the digitization so vital for the functionality of the modern healthcare system, and the book will be of interest to all those involved in the planning and delivery of healthcare.

German Medical Data Sciences 2023 — Science. Close to People.

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 1643684299
Total Pages : 288 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis German Medical Data Sciences 2023 — Science. Close to People. by : R. Röhrig

Download or read book German Medical Data Sciences 2023 — Science. Close to People. written by R. Röhrig and published by IOS Press. This book was released on 2023-10-19 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Covid-19 pandemic affected the daily lives of all of us on many levels. Epidemiology suddenly became a personal matter and general interest in many aspects of medical data science became much more widespread. And physical distance became the new normal. This book presents the full paper part of the proceedings of GMDS 2023, the 68th annual meeting of the German Association for Medical Informatics, Biometry and Epidemiology, held from 17 to 21 September 2023 in Heilbronn, Germany. The theme of the conference was, Science. Close to People, a particularly appropriate theme for the first of these annual conferences to be held face-to-face since 2019. A total of 227 scientific contributions were submitted to GMDS 2023, including 41 full papers for this volume in Studies in HTI. Of these, 30 papers are included here, following a rigorous two-stage review process, which represents an acceptance rate of 73%. The 30 papers in this book are grouped under 8 headings: FAIRification; research software engineering for research infrastructure & study data management; human factors; data quality; clinical decision support & artificial intelligence; evaluation of healthcare IT; biosignals; and interoperability. Providing a broad overview of current developments in the disciplines of medical informatics, biometry and epidemiology, the book will be of interest to all those working in these fields.

German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 164368017X
Total Pages : 330 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine by : R. Röhrig

Download or read book German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine written by R. Röhrig and published by IOS Press. This book was released on 2019-09-25 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare systems have been in a state of flux for a number of years now due to increasing digitalization. Medicine itself is also facing new challenges, and how to maximize the possibilities of artificial intelligence, whether digitalization can help to strengthen patient orientation, and dealing with the issue of data quality and completeness are all issues which require attention, creativity and research. This book presents the proceedings of the 64th annual conference of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS 2019), held in Dortmund, Germany, from 8 - 11 September 2019. The theme of this year’s conference is Shaping Change – Creative Solutions for Innovative Medicine, and the papers presented here focus on active participation in shaping change while ensuring that good scientific practice, evidence and regulation are not lost as a result of innovation. The book is divided into 8 sections: biostatistics; healthcare IT; interoperability - standards, classification, terminology; knowledge engineering and decision support; medical bioinformatics and systems biology; patient centered care; research infrastructure; and sociotechnical systems / usability and evaluation of healthcare IT. The book will be of interest to all those facing the challenges posed by the ongoing revolution in medicine and healthcare.

German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 1643682075
Total Pages : 242 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal by : R. Röhrig

Download or read book German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal written by R. Röhrig and published by IOS Press. This book was released on 2021-10-14 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digitization offers great potential – especially in medicine. Cross-domain and cross-institutional linkage, big data, artificial intelligence and robotics can all help to improve research and care, but they also pose new challenges to all those involved. This book presents the joint proceedings of the GMDS (German Medical Data Sciences) and TMF (its Technology, Methodology and Infrastructure platform), held entirely online from 26 – 30 September 2021 as a result of restrictions due to the Coronavirus pandemic. This joint event addresses the opportunities and risks of using new information technologies in medicine, as well as the resulting requirements for data protection, data security and ethics. Methodological challenges associated with the preparation, evaluation and interpretation of data volumes which constantly increase in type and scope in the course of digitization are also examined in detail. The 25 papers included here are divided into 5 sections: editorials; artificial intelligence and clinical decision support systems (CDSS); data integration and interoperability; human computer interaction; and software systems and frameworks, and the topics covered are very diverse, ranging from disease detection using retinal imaging, through data management and sharing, to interactive web applications. Providing an overview of regional research and developments in the field, the book will be of interest to all those working in health technology and medical informatics; researchers and practitioners alike.

German Medical Data Sciences: Bringing Data to Life

Author : R. Röhrig
Publisher : IOS Press
ISBN 13 : 164368177X
Total Pages : 282 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis German Medical Data Sciences: Bringing Data to Life by : R. Röhrig

Download or read book German Medical Data Sciences: Bringing Data to Life written by R. Röhrig and published by IOS Press. This book was released on 2021-06-22 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic has brought into sharp focus the need for the collection of data. Such data cannot be collected or provided without medical informatics, documentation and health data management. Nor can health data be evaluated and converted into a useful tool for making the important decisions that affect us all without biometrics and epidemiology, bioinformatics and systems biology. This book presents full papers from GMDS & CEN-IBS 2020, the first joint online conference of the German Association of Medical Informatics, Biometry and Epidemiology (GMDS) and the Central European Network & the International Biometric Society (CEN-IBS), held online between 6 and 11 September 2020. The title of the conference was Bringing Data to Life, a reference to the increasing amount of data in medical research which is inextricably related to the fast-developing digitalization of the health system. Many challenges must be addressed in order to make use of and benefit from these increasing sources of data, and these can only be faced if all disciplines related to data science work together. The conference aimed to bring together the diverse disciplines within data science, including medical informatics, bioinformatics, biostatistics, epidemiology, public health and medical documentation. Topics covered in the book include central themes relevant to society in general and advances in data technology which support innovations in medical research in particular. The book brings together many topics related to the provision and analysis of data in medicine, and will be of interest to all those working in the field.

Decision Support Systems and Education

Author : J. Mantas
Publisher : IOS Press
ISBN 13 : 161499921X
Total Pages : 298 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Decision Support Systems and Education by : J. Mantas

Download or read book Decision Support Systems and Education written by J. Mantas and published by IOS Press. This book was released on 2018-10-18 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical informatics has revolutionized healthcare in recent years, and one of the major challenges now faced by health professionals everywhere is the further improvement of healthcare by making more effective use of the data from biomedical informatics, not least for education and decision support. This book presents the 52 full papers (accepted from 95 initial submissions) delivered at the Special Topic Conference of the European Federation for Medical Informatics (EFMI STC 2018), held in Zagreb, Croatia, on 15 and 16 October 2018. The EFMI STC is one of Europe`s leading conferences for the sharing of current professional and scientific knowledge in health informatics processes, and the topics covered here have been broadly divided into two sections; decision support and education. Offering an overview of current medical informatics research, this book will undoubtedly prove invaluable for the professional development of healthcare practitioners, as well as contributing to knowledge sustainability within the field of medical informatics.

Transforming Healthcare Through Innovation in Digital Health

Author : J.A. Ginige
Publisher : IOS Press
ISBN 13 : 1614999147
Total Pages : 142 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transforming Healthcare Through Innovation in Digital Health by : J.A. Ginige

Download or read book Transforming Healthcare Through Innovation in Digital Health written by J.A. Ginige and published by IOS Press. This book was released on 2018-10-18 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term Telehealth covers a wide spectrum of disciplines, ranging from the enabling of direct clinical interventions to patient-centered care needs such as personal monitoring and care team support, as well as education, policy and professional aspects. Contributing to the solving of healthcare sustainability challenges and supporting the development and delivery of a wide range of innovative care and treatment models, Telehealth also acts as a major driver for change in global health issues. This book, Transforming Healthcare Through Innovation in Digital Health, presents the accepted full-paper, double-blinded, peer-reviewed contributions, as well as the editor-reviewed invited keynote papers, delivered at the 7th International Conference on Global Telehealth (GT2018), held in Colombo, Sri Lanka, on 10 and 11 October 2018. Approximately 50% of the total initial submissions were accepted. The conference provided a platform for the sharing of best practice and research directions across the international Telehealth community, and the 14 papers presented here deal with a variety of themes ranging from data collection and analysis to the design of interventions and delivery mechanisms, in situations from public health and primary care through to consumer health informatics, and from implementation and algorithm design to privacy and ethical considerations. Offering an overview of the innovation and diversity of today’s Telehealth domain, this book will be of interest to all those involved in the design and implementation of healthcare solutions.

Transforming our World Through Design, Diversity and Education

Author : G. Craddock
Publisher : IOS Press
ISBN 13 : 1614999236
Total Pages : 906 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transforming our World Through Design, Diversity and Education by : G. Craddock

Download or read book Transforming our World Through Design, Diversity and Education written by G. Craddock and published by IOS Press. This book was released on 2018-10-18 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt: Good design is enabling, and each and every one of us is a designer. Universal Design is widely recognized an important concept that should be incorporated in all person-centred policies. The United Nations Convention on the Rights of Persons with Disabilities (UNCRPD) clearly stipulates that the most effective way of delivering on the promise of an inclusive society is through a Universal Design approach. Sitting at the intersection of the fields of Higher Education and Universal Design, this book presents papers delivered at the Universal Design and Higher Education in Transformation Congress (UDHEIT2018), held in Dublin, Ireland, from 30 October to 2 November 2018. This event brings together key experts from industry, education, and government and non-government organization sectors to share experiences and knowledge with all participants. The 86 papers included here are grouped under 17 headings, or themes, ranging from education and digital learning through healthcare to engagement with industry and urban design. Celebrating and integrating all that is good in design, diversity and education, this book will be a valuable resource for all those interested in the inspiring and empowering developments in both Universal Design and higher education.

Challenges of Trustable AI and Added-Value on Health

Author : B. Séroussi
Publisher : IOS Press
ISBN 13 : 1643682857
Total Pages : 1018 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Challenges of Trustable AI and Added-Value on Health by : B. Séroussi

Download or read book Challenges of Trustable AI and Added-Value on Health written by B. Séroussi and published by IOS Press. This book was released on 2022-08-05 with total page 1018 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in healthcare promises to improve the accuracy of diagnosis and screening, support clinical care, and assist in various public health interventions such as disease surveillance, outbreak response, and health system management. But the increasing importance of AI in healthcare means that trustworthy AI is vital to achieve the beneficial impacts on health anticipated by both health professionals and patients. This book presents the proceedings of the 32nd Medical Informatics Europe Conference (MIE2022), organized by the European Federation for Medical Informatics (EFMI) and held from 27 - 30 May 2022 in Nice, France. The theme of the conference was Challenges of Trustable AI and Added-Value on Health. Over 400 submissions were received from 43 countries, and were reviewed in a thorough process by at least three reviewers before being assessed by an SPC co-chair, with papers requiring major revision undergoing further review. Included here are 147 full papers (acceptance rate 54%), 23 short papers and 79 posters from the conference. Topics covered include the usual sub-domains of biomedical informatics: decision support and clinical information systems; clinical research informatics; knowledge management and representation; consumer health informatics; natural language processing; public health informatics; and privacy, ethical and societal aspects, but also innovative approaches to the collection, such as organization and analysis of data and knowledge related to health and wellbeing, as well as theoretical and applied contributions to AI methods and algorithms. Providing an overview of the latest developments in medical informatics, the book will be of interest to all those involved in the development and provision of healthcare today.

German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine

Author : Rainer Röhrig
Publisher :
ISBN 13 : 9781643680163
Total Pages : 0 pages
Book Rating : 4.6/5 (81 download)

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Book Synopsis German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine by : Rainer Röhrig

Download or read book German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine written by Rainer Röhrig and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare systems have been in a state of flux for a number of years now due to increasing digitalization. Medicine itself is also facing new challenges, and how to maximize the possibilities of artificial intelligence, whether digitalization can help to strengthen patient orientation, and dealing with the issue of data quality and completeness are all issues which require attention, creativity and research.This book presents the proceedings of the 64th annual conference of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS 2019), held in Dortmund, Germany, from 8 - 11 September 2019. The theme of this year's conference is Shaping Change - Creative Solutions for Innovative Medicine, and the papers presented here focus on active participation in shaping change while ensuring that good scientific practice, evidence and regulation are not lost as a result of innovation. The book is divided into 8 sections: biostatistics; healthcare IT; interoperability - standards, classification, terminology; knowledge engineering and decision support; medical bioinformatics and systems biology; patient centered care; research infrastructure; and sociotechnical systems / usability and evaluation of healthcare IT. The book will be of interest to all those facing the challenges posed by the ongoing revolution in medicine and healthcare.

Semantic Models in IoT and eHealth Applications

Author : Sanju Tiwari
Publisher : Academic Press
ISBN 13 : 0323972268
Total Pages : 292 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Semantic Models in IoT and eHealth Applications by : Sanju Tiwari

Download or read book Semantic Models in IoT and eHealth Applications written by Sanju Tiwari and published by Academic Press. This book was released on 2022-09-17 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Models in IoT and eHealth Applications explores the key role of semantic web modeling in eHealth technologies, including remote monitoring, mobile health, cloud data and biomedical ontologies. The book explores different challenges and issues through the lens of various case studies of healthcare systems currently adopting these technologies. Chapters introduce the concepts of semantic interoperability within a healthcare model setting and explore how semantic representation is key to classifying, analyzing and understanding the massive amounts of biomedical data being generated by connected medical devices. Continuous health monitoring is a strong solution which can provide eHealth services to a community through the use of IoT-based devices that collect sensor data for efficient health diagnosis, monitoring and treatment. All of this collected data needs to be represented in the form of ontologies which are considered the cornerstone of the Semantic Web for knowledge sharing, information integration and information extraction. Presents comprehensive coverage of advances in the application of semantic web in the field of eHealth Explores different challenges and issues through various case studies of healthcare systems that are adopting semantic web technologies Covers applications across a range of eHealth technologies, including remote monitoring and mobile health

Data Science for Effective Healthcare Systems

Author : Hari Singh
Publisher : CRC Press
ISBN 13 : 1000618854
Total Pages : 275 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Data Science for Effective Healthcare Systems by : Hari Singh

Download or read book Data Science for Effective Healthcare Systems written by Hari Singh and published by CRC Press. This book was released on 2022-07-27 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science for Effective Healthcare Systems has a prime focus on the importance of data science in the healthcare domain. Various applications of data science in the health care domain have been studied to find possible solutions. In this period of COVID-19 pandemic data science and allied areas plays a vital role to deal with various aspect of health care. Image processing, detection & prevention from COVID-19 virus, drug discovery, early prediction, and prevention of diseases are some thrust areas where data science has proven to be indispensable. Key Features: The book offers comprehensive coverage of the most essential topics, including: Big Data Analytics, Applications & Challenges in Healthcare Descriptive, Predictive and Prescriptive Analytics in Healthcare Artificial Intelligence, Machine Learning, Deep Learning and IoT in Healthcare Data Science in Covid-19, Diabetes, Coronary Heart Diseases, Breast Cancer, Brain Tumor The aim of this book is also to provide the future scope of these technologies in the health care domain. Last but not the least, this book will surely benefit research scholar, persons associated with healthcare, faculty, research organizations, and students to get insights into these emerging technologies in the healthcare domain.

The Learning Healthcare System

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309133939
Total Pages : 374 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Learning Healthcare System by : Institute of Medicine

Download or read book The Learning Healthcare System written by Institute of Medicine and published by National Academies Press. This book was released on 2007-06-01 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: As our nation enters a new era of medical science that offers the real prospect of personalized health care, we will be confronted by an increasingly complex array of health care options and decisions. The Learning Healthcare System considers how health care is structured to develop and to apply evidence-from health profession training and infrastructure development to advances in research methodology, patient engagement, payment schemes, and measurement-and highlights opportunities for the creation of a sustainable learning health care system that gets the right care to people when they need it and then captures the results for improvement. This book will be of primary interest to hospital and insurance industry administrators, health care providers, those who train and educate health workers, researchers, and policymakers. The Learning Healthcare System is the first in a series that will focus on issues important to improving the development and application of evidence in health care decision making. The Roundtable on Evidence-Based Medicine serves as a neutral venue for cooperative work among key stakeholders on several dimensions: to help transform the availability and use of the best evidence for the collaborative health care choices of each patient and provider; to drive the process of discovery as a natural outgrowth of patient care; and, ultimately, to ensure innovation, quality, safety, and value in health care.

Data Science and Data Analytics

Author : Amit Kumar Tyagi
Publisher : CRC Press
ISBN 13 : 1000423190
Total Pages : 482 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Data Science and Data Analytics by : Amit Kumar Tyagi

Download or read book Data Science and Data Analytics written by Amit Kumar Tyagi and published by CRC Press. This book was released on 2021-09-22 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured (labeled) and unstructured (unlabeled) data. It is the future of Artificial Intelligence (AI) and a necessity of the future to make things easier and more productive. In simple terms, data science is the discovery of data or uncovering hidden patterns (such as complex behaviors, trends, and inferences) from data. Moreover, Big Data analytics/data analytics are the analysis mechanisms used in data science by data scientists. Several tools, such as Hadoop, R, etc., are used to analyze this large amount of data to predict valuable information and for decision-making. Note that structured data can be easily analyzed by efficient (available) business intelligence tools, while most of the data (80% of data by 2020) is in an unstructured form that requires advanced analytics tools. But while analyzing this data, we face several concerns, such as complexity, scalability, privacy leaks, and trust issues. Data science helps us to extract meaningful information or insights from unstructured or complex or large amounts of data (available or stored virtually in the cloud). Data Science and Data Analytics: Opportunities and Challenges covers all possible areas, applications with arising serious concerns, and challenges in this emerging field in detail with a comparative analysis/taxonomy. FEATURES Gives the concept of data science, tools, and algorithms that exist for many useful applications Provides many challenges and opportunities in data science and data analytics that help researchers to identify research gaps or problems Identifies many areas and uses of data science in the smart era Applies data science to agriculture, healthcare, graph mining, education, security, etc. Academicians, data scientists, and stockbrokers from industry/business will find this book useful for designing optimal strategies to enhance their firm’s productivity.