German Medical Data Sciences 2023 Science Close To People

Author : R. Röhrig,N. Grabe,M. Haag
Publisher : IOS Press
Page : 288 pages
File Size : 44,8 Mb
Release : 2023-10-19
Category : Medical
ISBN : 9781643684291

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German Medical Data Sciences 2023 — Science. Close to People. by R. Röhrig,N. Grabe,M. Haag Pdf

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.

Author : Anonim
Publisher : Unknown
Page : 0 pages
File Size : 50,5 Mb
Release : 2023
Category : Electronic
ISBN : 1643684280

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GERMAN MEDICAL DATA SCIENCES 2023-SCIENCE. CLOSE TO PEOPLE. by Anonim Pdf

Author : R. Röhrig,N. Grabe,V.S. Hoffmann
Publisher : IOS Press
Page : 128 pages
File Size : 49,5 Mb
Release : 2022-08-31
Category : Medical
ISBN : 9781643683034

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German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! by R. Röhrig,N. Grabe,V.S. Hoffmann Pdf

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.

Author : M. Giacomini,L. Stoicu-Tivadar,G. Balestra
Publisher : IOS Press
Page : 346 pages
File Size : 54,7 Mb
Release : 2023-11-14
Category : Medical
ISBN : 9781643684512

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Telehealth Ecosystems in Practice by M. Giacomini,L. Stoicu-Tivadar,G. Balestra Pdf

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.

Author : Y. Yu,B.P. Nguyen,J. Sang
Publisher : IOS Press
Page : 810 pages
File Size : 53,9 Mb
Release : 2023-12-19
Category : Medical
ISBN : 9781643684338

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Advances in Biomedical and Bioinformatics Engineering by Y. Yu,B.P. Nguyen,J. Sang Pdf

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.

Author : R. Röhrig,N. Grabe,V. S. Hoffmann
Publisher : Unknown
Page : 0 pages
File Size : 51,6 Mb
Release : 2022-08-31
Category : Electronic
ISBN : 1643683020

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German Medical Data Sciences 2022 - Future Medicine: More Precise, More Integrative, More Sustainable! by R. Röhrig,N. Grabe,V. S. Hoffmann Pdf

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.

Author : R. Röhrig,T. Beißbarth,J. König
Publisher : IOS Press
Page : 242 pages
File Size : 42,9 Mb
Release : 2021-10-14
Category : Medical
ISBN : 9781643682075

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German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal by R. Röhrig,T. Beißbarth,J. König Pdf

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.

Author : R. Röhrig,T. Beißbarth,W. Brannath
Publisher : IOS Press
Page : 282 pages
File Size : 44,8 Mb
Release : 2021-06-22
Category : Medical
ISBN : 9781643681771

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German Medical Data Sciences: Bringing Data to Life by R. Röhrig,T. Beißbarth,W. Brannath Pdf

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.

Author : Hadley Wickham,Garrett Grolemund
Publisher : "O'Reilly Media, Inc."
Page : 521 pages
File Size : 49,8 Mb
Release : 2016-12-12
Category : Computers
ISBN : 9781491910368

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R for Data Science by Hadley Wickham,Garrett Grolemund Pdf

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

Author : R. Röhrig,A. Timmer,H. Binder
Publisher : IOS Press
Page : 244 pages
File Size : 55,9 Mb
Release : 2017-09-26
Category : Medical
ISBN : 9781614998082

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German Medical Data Sciences: Visions and Bridges by R. Röhrig,A. Timmer,H. Binder Pdf

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.

Author : U. Hübner,U. Sax,H.-U. Prokosch
Publisher : IOS Press
Page : 262 pages
File Size : 45,7 Mb
Release : 2018-09-06
Category : Medical
ISBN : 9781614998969

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German Medical Data Sciences: A Learning Healthcare System by U. Hübner,U. Sax,H.-U. Prokosch Pdf

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.

Author : R. Röhrig,H. Binder,H.-U. Prokosch
Publisher : IOS Press
Page : 330 pages
File Size : 41,9 Mb
Release : 2019-09-25
Category : Medical
ISBN : 9781643680170

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German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine by R. Röhrig,H. Binder,H.-U. Prokosch Pdf

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.

Author : Alejandro Frangi,Jerry Prince,Milan Sonka
Publisher : Academic Press
Page : 700 pages
File Size : 45,6 Mb
Release : 2023-09-20
Category : Technology & Engineering
ISBN : 9780128136584

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Medical Image Analysis by Alejandro Frangi,Jerry Prince,Milan Sonka Pdf

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

Author : Mario C. B. Raviglione,Fabrizio Tediosi,Simone Villa,Núria Casamitjana,Antoni Plasència
Publisher : Springer Nature
Page : 537 pages
File Size : 43,7 Mb
Release : 2023-09-07
Category : Medical
ISBN : 9783031338519

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Global Health Essentials by Mario C. B. Raviglione,Fabrizio Tediosi,Simone Villa,Núria Casamitjana,Antoni Plasència Pdf

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.

Author : Peter Bruce,Andrew Bruce
Publisher : "O'Reilly Media, Inc."
Page : 395 pages
File Size : 52,7 Mb
Release : 2017-05-10
Category : Computers
ISBN : 9781491952917

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Practical Statistics for Data Scientists by Peter Bruce,Andrew Bruce Pdf

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data