German Medical Data Sciences 2023 Science Close To People

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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 2023-SCIENCE. CLOSE TO PEOPLE.

Author :
Publisher :
ISBN 13 : 9781643684284
Total Pages : 0 pages
Book Rating : 4.6/5 (842 download)

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Book Synopsis GERMAN MEDICAL DATA SCIENCES 2023-SCIENCE. CLOSE TO PEOPLE. by :

Download or read book GERMAN MEDICAL DATA SCIENCES 2023-SCIENCE. CLOSE TO PEOPLE. written by and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

MEDINFO 2023 — The Future Is Accessible

Author : J. Bichel-Findlay
Publisher : IOS Press
ISBN 13 : 1643684574
Total Pages : 1676 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis MEDINFO 2023 — The Future Is Accessible by : J. Bichel-Findlay

Download or read book MEDINFO 2023 — The Future Is Accessible written by J. Bichel-Findlay and published by IOS Press. This book was released on 2024-04-02 with total page 1676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science-fiction author William Gibson is famously quoted as saying, “The future is already here – it's just not very evenly distributed.” During the Covid pandemic, telehealth and remote monitoring were elevated from interesting innovations to essential tools in many healthcare systems, but not all countries had the infrastructure necessary to pivot quickly, amply demonstrating the negative consequences of the digital divide. This book presents the proceedings of MedInfo 2023, the 19th World Congress on Medical and Health Informatics, held from 8 – 12 July 2023 in Sydney, Australia. This series of biennial conferences provides a platform for the discussion of applied approaches to data, information, knowledge, and wisdom in health and wellness. The theme and title of MedInfo 2023 was The Future is Accessible, but the digital divide is a major concern for health and care-informatics professionals, whether because of global economic disparities, digital literacy gaps, or limited access to reliable information about health. A total of 935 submissions were received for the conference, of which 228 full papers, 43 student papers and 117 posters were accepted following a thorough peer-review process involving 279 reviewers. Topics covered include: information and knowledge management; quality, safety and outcomes; health data science; human, organizational and social aspects; and global health informatics. Significant advances in artificial intelligence, machine learning, augmented reality, virtual reality, and genomics hold great hope for future healthcare planning, delivery, management, education, evaluation, and research, and this book will be of interest to all those working to not only exploit the benefits of these technologies, but also to identify ways to overcome their associated challenges.

Telehealth Ecosystems in Practice

Author : M. Giacomini
Publisher : IOS Press
ISBN 13 : 1643684515
Total Pages : 346 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Telehealth Ecosystems in Practice by : M. Giacomini

Download or read book Telehealth Ecosystems in Practice written by M. Giacomini and published by IOS Press. This book was released on 2023-11-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Telemedicine is a term which covers all remotely-provided health services. It removes the obstacle of distance and can equalize access to care by means of technology. Telemedicine assumed increased importance during the time of pandemic restrictions, but despite increased interest, progress has been slowed by factors such as cost, lack of privacy legislation, the reluctance of elderly patients to use ICT, and a lack of qualified actors. It remains, however, one of the best solutions to the problems of different levels of healthcare provision and health outcomes across regions. This book presents the proceedings of STC2023, a Special Topic Conference (STC) organized by the European Federation for Medical Informatics (EFMI), and held from 25 - 27 October 2023 in Turin, Italy. These conferences promote research and development in a specific field of biomedical and health informatics, and the theme of the 2023 STC was Telehealth Ecosystems in Practice. A total of 112 submissions were received for the conference. Of these, the number of papers selected after a thorough review process was 51 full papers (acceptance 59%) and 26 posters, all of which are included in these proceedings. Topics covered include homecare and telemonitoring; televisits; teleradiology; telerehabilitation; data integration and standards; embedded decision support systems; sensors, devices and patient-reported outcomes; healthbots and conversational agents; and AI applications to telehealth. Covering a wide range of topics and methods in telemedicine and biomedical informatics, the book will be of interest to all those involved in the planning and provision of healthcare.

Advances in Biomedical and Bioinformatics Engineering

Author : Y. Yu
Publisher : IOS Press
ISBN 13 : 1643684337
Total Pages : 810 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Advances in Biomedical and Bioinformatics Engineering by : Y. Yu

Download or read book Advances in Biomedical and Bioinformatics Engineering written by Y. Yu and published by IOS Press. This book was released on 2023-12-19 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedicine and bioinformatics engineering are interdisciplinary fields combining expertise from biology, mathematics, chemistry, computer science, and engineering to develop technologies which will address major problems at the forefront of biomedical and bio-industrial research. This book presents the proceedings of ICBBE 2023, the 3rd International Conference on Biomedicine and Bioinformatics Engineering, held as a hybrid event from 16-18 June 2023 in Nanjing, China. The aim of the conference was to create a forum for the multi-disciplinary discussion of recent developments in biomedicine and bioinformatics engineering. A total of 253 submissions were received for the conference, of which 92 were accepted after a thorough double-blind peer review. The book is divided into 3 parts, covering biomedical material and imaging technology application; cell biology and medical signal processing; and biomechanical modeling and drug analysis, and topics addressed include biomedical signal processing; medical information; bioinformatics and computational biology; medical imaging technology and its application; molecular biology; chemistry, pharmacology and toxicology. Addressing a number of highly relevant aspects of biomedicine and bioinformatics engineering and emphasizing the multi-disciplinary aspects of the field, the selected contributions in this book will provide valuable guidance for future interdisciplinary developments, and will be of interest to all those working in biomedicine and bioinformatics engineering.

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 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.

R for Data Science

Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491910364
Total Pages : 521 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis R for Data Science by : Hadley Wickham

Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

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: 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: 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.

Medical Image Analysis

Author : Alejandro Frangi
Publisher : Academic Press
ISBN 13 : 0128136588
Total Pages : 700 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Medical Image Analysis by : Alejandro Frangi

Download or read book Medical Image Analysis written by Alejandro Frangi and published by Academic Press. This book was released on 2023-09-20 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical Image Analysis presents practical knowledge on medical image computing and analysis as written by top educators and experts. This text is a modern, practical, self-contained reference that conveys a mix of fundamental methodological concepts within different medical domains. Sections cover core representations and properties of digital images and image enhancement techniques, advanced image computing methods (including segmentation, registration, motion and shape analysis), machine learning, how medical image computing (MIC) is used in clinical and medical research, and how to identify alternative strategies and employ software tools to solve typical problems in MIC. Provides an authoritative description of key concepts and methods Includes tutorial-based sections that clearly explain principles and their application to different medical domains Presents a representative selection of topics to match a modern and relevant approach to medical image computing

Global Health Essentials

Author : Mario C. B. Raviglione
Publisher : Springer Nature
ISBN 13 : 3031338510
Total Pages : 537 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Global Health Essentials by : Mario C. B. Raviglione

Download or read book Global Health Essentials written by Mario C. B. Raviglione and published by Springer Nature. This book was released on 2023-09-07 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical and handy textbook offers a succinct yet comprehensive overview of the main challenges, issues and solutions in global health in relation to the UN’s Sustainable Development Goals (SDG) 2030 agenda. Subdivided into 11 parts, devoted each to a macro-topic, the book opens with an introduction to Global Health followed by an overview of the global burden of disease – from child and maternal health to communicable and non-communicable diseases. The authors further examine the social determinants of health, health systems’ features as well as innovations, governance and methods in Global Health. In consideration of the emerging discussions and ideas, and beyond the more traditional and essential elements of global health, the book also looks at the need to re-think the whole concept of global health and the importance of a “decolonized” approach that engages low and lower-middle countries fully. One entire part is then devoted to analyzing the major threats to the health of humanity such as climate change, the need for an ecological approach to health (including “One Health” approaches), and, ultimately, planetary health. Written by an international panel of more than 100 experts, this manual will be an excellent resource for students in a broad range of disciplines – from medicine and other scientific studies to economics, social science, anthropology and international relations. Pragmatic and reader-friendly, it will further be a valuable tool for policymakers, program implementers and those wishing to build knowledge on the meaning, principles and practices of global health.

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.

Data Smart

Author : John W. Foreman
Publisher : John Wiley & Sons
ISBN 13 : 1118839862
Total Pages : 432 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Data Smart by : John W. Foreman

Download or read book Data Smart written by John W. Foreman and published by John Wiley & Sons. This book was released on 2013-10-31 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science gets thrown around in the press like it'smagic. Major retailers are predicting everything from when theircustomers are pregnant to when they want a new pair of ChuckTaylors. It's a brave new world where seemingly meaningless datacan be transformed into valuable insight to drive smart businessdecisions. But how does one exactly do data science? Do you have to hireone of these priests of the dark arts, the "data scientist," toextract this gold from your data? Nope. Data science is little more than using straight-forward steps toprocess raw data into actionable insight. And in DataSmart, author and data scientist John Foreman will show you howthat's done within the familiar environment of aspreadsheet. Why a spreadsheet? It's comfortable! You get to look at the dataevery step of the way, building confidence as you learn the tricksof the trade. Plus, spreadsheets are a vendor-neutral place tolearn data science without the hype. But don't let the Excel sheets fool you. This is a book forthose serious about learning the analytic techniques, the math andthe magic, behind big data. Each chapter will cover a different technique in aspreadsheet so you can follow along: Mathematical optimization, including non-linear programming andgenetic algorithms Clustering via k-means, spherical k-means, and graphmodularity Data mining in graphs, such as outlier detection Supervised AI through logistic regression, ensemble models, andbag-of-words models Forecasting, seasonal adjustments, and prediction intervalsthrough monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through eachtechnique. But never fear, the topics are readily applicable andthe author laces humor throughout. You'll even learnwhat a dead squirrel has to do with optimization modeling, whichyou no doubt are dying to know.