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Big Data Und Ki Im Gesundheitswesen
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Book Synopsis Data-intensive medicine and healthcare: Ethical and social implications in the era of artificial intelligence and automated decision making by : Gabriele Werner-Felmayer
Download or read book Data-intensive medicine and healthcare: Ethical and social implications in the era of artificial intelligence and automated decision making written by Gabriele Werner-Felmayer and published by Frontiers Media SA. This book was released on 2023-10-06 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Triumph of Artificial Intelligence by : Günter Cisek
Download or read book The Triumph of Artificial Intelligence written by Günter Cisek and published by Springer Nature. This book was released on 2021-10-25 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book demonstrates to readers interested in social life in an understandable way how AI works and how it will dramatically change all areas of life. From the history of AI to its techniques and its diverse fields of application to its ethical-philosophical implications, all relevant aspects are presented in detail. The author does not remain descriptive, but also takes a critical stance on AI development in clear words. For the reader, the explanations are designed as a professional support corset, in order to be able to act as a knowledgeable counterpart to the AI experts. The last two chapters take the reader into the future of life with super AI. With daring scenarios, the author alerts the reader in an enjoyable way to the breathtaking and socially highly explosive perspectives associated with AI and the ethical and philosophical questions that arise from it. This book is a translation of the original German 1st edition Machtwechsel der Intelligenzen by Günter Cisek, published by Springer Fachmedien Wiesbaden GmbH, part of Springer Nature in 2021. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.
Book Synopsis Handbook of Digital Entrepreneurship by : Mohammad Keyhani
Download or read book Handbook of Digital Entrepreneurship written by Mohammad Keyhani and published by Edward Elgar Publishing. This book was released on 2022-11-04 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authoritative Handbook compiles a diverse set of contributions on digital entrepreneurship, providing an in-depth study of how digital entrepreneurship research has evolved over the years, and where it stands today. This title contains one or more Open Access chapters.
Book Synopsis Leveraging Data Science for Global Health by : Leo Anthony Celi
Download or read book Leveraging Data Science for Global Health written by Leo Anthony Celi and published by Springer Nature. This book was released on 2020-07-31 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.
Book Synopsis AI and healthcare financial management (HFM) towards sustainable development by : Ananth Rao
Download or read book AI and healthcare financial management (HFM) towards sustainable development written by Ananth Rao and published by Frontiers Media SA. This book was released on 2023-05-25 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis New Horizons for a Data-Driven Economy by : José María Cavanillas
Download or read book New Horizons for a Data-Driven Economy written by José María Cavanillas and published by Springer. This book was released on 2016-04-04 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different sectors of the economy. The book is structured in four parts: Part I “The Big Data Opportunity” explores the value potential of big data with a particular focus on the European context. It also describes the legal, business and social dimensions that need to be addressed, and briefly introduces the European Commission’s BIG project. Part II “The Big Data Value Chain” details the complete big data lifecycle from a technical point of view, ranging from data acquisition, analysis, curation and storage, to data usage and exploitation. Next, Part III “Usage and Exploitation of Big Data” illustrates the value creation possibilities of big data applications in various sectors, including industry, healthcare, finance, energy, media and public services. Finally, Part IV “A Roadmap for Big Data Research” identifies and prioritizes the cross-sectorial requirements for big data research, and outlines the most urgent and challenging technological, economic, political and societal issues for big data in Europe. This compendium summarizes more than two years of work performed by a leading group of major European research centers and industries in the context of the BIG project. It brings together research findings, forecasts and estimates related to this challenging technological context that is becoming the major axis of the new digitally transformed business environment.
Book Synopsis EHealth2015 – Health Informatics Meets EHealth by : D. Hayn
Download or read book EHealth2015 – Health Informatics Meets EHealth written by D. Hayn and published by IOS Press. This book was released on 2015-06-11 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditionally, medicine has involved therapies chosen according to clinical guidelines, often arrived at through clinical trials which categorized patients into patient groups. Such clinical guidelines would dictate that all patients within a specific group should be treated in exactly the same way. More recently, the paradigm has shifted towards personalized medicine, and in future, individual treatment plans will depend more on the specific characteristics of individual patients, including genomic data. This book presents the proceedings of the 9th scientific eHealth conference, the eHealth Summit Austria, held in Vienna, Austria, in June 2015. Among the main topics addressed at the conference were: active and ambient assisted living (AAL); eHealth education; electronic patient and health records; ethical legal and economic aspects of eHealth; ICT for integrated treatment, research and personalized medicine; patient portals and personal health records; semantic interoperability of information systems; and visualization of clinical or epidemiological data. One of the first fields of application for personalized medicine has been oncology, with current diagnostic tools including molecular risk factors, biomarkers and individual genomes. The next step in personalized medicine will be to extend these to a more general, personalized health approach. Such individual risk assessment and preventive strategies promise to have a huge impact on our healthcare systems, and this book will be of interest to all those involved in healthcare research, provision and practice.
Book Synopsis Pandemics and Ethics by : Andreas Reis
Download or read book Pandemics and Ethics written by Andreas Reis and published by Springer Nature. This book was released on 2023-07-06 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pandemics such as Covid-19, Ebola, SARS, and influenza, as well as the necessary measures for their research, prevention, and treatment, raise a number of ethical issues that confront science, the medical profession, and health policy. This overview volume, written by renowned experts from medicine, the humanities, and the social sciences, addresses the central ethical issues in pandemics. Focusing on the disciplines of philosophy, public health, bioethics, and law, the book discusses issues of resource allocation, triage, and research, as well as restrictions on freedom, rights and duties of health professionals, and ethical aspects of digital medicine in crises. The volume is intended to serve as a handbook and to provide physicians as well as nurses, politicians and interested laypersons with valuable advice on how to deal with the difficult moral problems of epidemics and pandemics. With expert contributions by Steffen Augsberg (Giessen), Klaus Bergdolt (Cologne), Nikola Biller-Andorno (Zurich), Walter Bruchhausen (Bonn), Christiane Druml (Vienna), Hans-Jörg Ehni (Tuebingen), Alice Faust (Berlin), Sophia Forster (Erlangen-Nuremberg), Andreas Frewer (Erlangen-Nuremberg), Sara Gerke (Boston/Cambridge), Patrik Hummel (Eindhoven), Elena Jirovsky-Platter (Vienna), Katharina Kieslich (Vienna), Otmar Kloiber (Ferney-Voltaire), Ulrich H. J. Körtner (Vienna), Eva Kuhn (Bonn), Georg Marckmann (Munich), Timo Minssen (Copenhagen), Tim Nguyen (Geneva), Barbara Prainsack (Vienna), Andreas Reis (Geneva), Anita Rieder (Vienna), Stephan Rixen (Bayreuth), Lana Saksone (Berlin), Martina Schmidhuber (Graz), Harald Schmidt (Philadelphia), Annabel Seebohm (Brussels), Daniel Strech (Berlin), Sebastian Wäscher (Zurich), Hans-Werner Wahl (Heidelberg), Stefanie Weigold (Berlin), and Lena Woydack (Berlin).
Book Synopsis Künstliche Intelligenz im Gesundheitswesen by : Mario A. Pfannstiel
Download or read book Künstliche Intelligenz im Gesundheitswesen written by Mario A. Pfannstiel and published by Springer Gabler. This book was released on 2022-03-19 with total page 903 pages. Available in PDF, EPUB and Kindle. Book excerpt: Künstliche Intelligenz (KI) nimmt schon heute Einfluss auf Beruf und Alltag und begleitet die Menschen bei der Erledigung von Arbeitsaufgaben. Im Gesundheitswesen gilt KI als Schlüsseltechnologie und als Motor für Fortschritt und Beschäftigung. Neue Algorithmen tragen dazu bei, dass KI zum Game Changer im Gesundheitsmarkt wird. Herkömmliche Behandlungswege bei der Diagnostik und bei der Therapie von Patienten verändern sich. Medizinisches und pflegerisches Personal soll durch den Einsatz von KI unterstützt und entlastet werden. Künstliche Intelligenz verspricht einen hohen Nutzen für Individuen und Unternehmen. Dabei sind jedoch auch die sozialen, finanziellen, technischen und rechtlichen Rahmenbedingungen zu berücksichtigen. Trotz der vielfältigen Möglichkeiten ist der Einsatz der Künstlichen Intelligenz bei personenbezogenen Daten und in bestimmten Geschäftsmodellen kritisch zu hinterfragen und zu reflektieren. Das vorliegende Herausgeberwerk gibt einen Überblick zu aktuellen - bisweilen kontrovers diskutierten - Themen aus Theorie, Forschung, Transfer und Praxis. In 43 Beiträgen stellen 82 renommierte Autoren und Experten ihr Wissen, ihre Erkenntnisse, Erfahrungen und Einschätzungen vor. Es werden Lösungsansätze und Problemfelder beim Einsatz von Künstlicher Intelligenz im Gesundheitswesen aufgezeigt. Durch eine anschauliche Clusterung und Einordung der Buchbeiträge in themenbezogenen Übersichten eignet sich das Werk sowohl für Einsteiger als auch für Praktiker und Wissenschaftler.
Book Synopsis The Responsibility of Science by : Harald A. Mieg
Download or read book The Responsibility of Science written by Harald A. Mieg and published by Springer Nature. This book was released on 2022-06-28 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides an overview of issues of scientific responsibility. The volume comprises three types of contributions: first, analyses of the responsibility of science; second, analyses of the structural conditions for science and its responsibility; and third, normative versions of scientific responsibility. The questions and problems dealt with include science as a profession, ambivalence of research and dual-use, innovation vs. precaution, notions of responsibility, the role of science within society and its relation to human rights, as well as scientific and public discourses. The book addresses scholars in the fields of Science Studies and Research Policy. This is an open access book.
Book Synopsis The Big Data Agenda by : Annika Richterich
Download or read book The Big Data Agenda written by Annika Richterich and published by University of Westminster Press. This book was released on 2018-04-13 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights that the capacity for gathering, analysing, and utilising vast amounts of digital (user) data raises significant ethical issues. Annika Richterich provides a systematic contemporary overview of the field of critical data studies that reflects on practices of digital data collection and analysis. The book assesses in detail one big data research area: biomedical studies, focused on epidemiological surveillance. Specific case studies explore how big data have been used in academic work. The Big Data Agenda concludes that the use of big data in research urgently needs to be considered from the vantage point of ethics and social justice. Drawing upon discourse ethics and critical data studies, Richterich argues that entanglements between big data research and technology/ internet corporations have emerged. In consequence, more opportunities for discussing and negotiating emerging research practices and their implications for societal values are needed.
Book Synopsis Data Science for Healthcare by : Sergio Consoli
Download or read book Data Science for Healthcare written by Sergio Consoli and published by Springer. This book was released on 2019-02-23 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book seeks to promote the exploitation of data science in healthcare systems. The focus is on advancing the automated analytical methods used to extract new knowledge from data for healthcare applications. To do so, the book draws on several interrelated disciplines, including machine learning, big data analytics, statistics, pattern recognition, computer vision, and Semantic Web technologies, and focuses on their direct application to healthcare. Building on three tutorial-like chapters on data science in healthcare, the following eleven chapters highlight success stories on the application of data science in healthcare, where data science and artificial intelligence technologies have proven to be very promising. This book is primarily intended for data scientists involved in the healthcare or medical sector. By reading this book, they will gain essential insights into the modern data science technologies needed to advance innovation for both healthcare businesses and patients. A basic grasp of data science is recommended in order to fully benefit from this book.
Book Synopsis Machine Learning for Health Informatics by : Andreas Holzinger
Download or read book Machine Learning for Health Informatics written by Andreas Holzinger and published by Springer. This book was released on 2016-12-09 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing future benefits in improved medical diagnoses, disease analyses, and pharmaceutical development. However, successful ML for HI needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. Tackling complex challenges needs both disciplinary excellence and cross-disciplinary networking without any boundaries. Following the HCI-KDD approach, in combining the best of two worlds, it is aimed to support human intelligence with machine intelligence. This state-of-the-art survey is an output of the international HCI-KDD expert network and features 22 carefully selected and peer-reviewed chapters on hot topics in machine learning for health informatics; they discuss open problems and future challenges in order to stimulate further research and international progress in this field.
Book Synopsis Medical Errors and Medical Narcissism by : John D. Banja
Download or read book Medical Errors and Medical Narcissism written by John D. Banja and published by Jones & Bartlett Learning. This book was released on 2004 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the concept of medical narcissism the author examines both the psychological and biological factors involved when a physician decides not to disclose when a medical error has occurred.
Book Synopsis An Intelligence in Our Image by : Osonde A. Osoba
Download or read book An Intelligence in Our Image written by Osonde A. Osoba and published by Rand Corporation. This book was released on 2017-04-05 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning algorithms and artificial intelligence influence many aspects of life today. This report identifies some of their shortcomings and associated policy risks and examines some approaches for combating these problems.
Download or read book Deep Medicine written by Eric Topol and published by Basic Books. This book was released on 2019-03-12 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Science Friday pick for book of the year, 2019 One of America's top doctors reveals how AI will empower physicians and revolutionize patient care Medicine has become inhuman, to disastrous effect. The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard. Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.
Book Synopsis Decisively Digital by : Alexander Loth
Download or read book Decisively Digital written by Alexander Loth and published by John Wiley & Sons. This book was released on 2021-05-28 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how to survive and thrive in an increasingly digital world Digital strategy should consist of more than just updating your business’ desktop computers and buying the newest smartphones for your employees. It requires the reimagining of existing business processes and the implementation of the latest technologies into current business activity to enable new capabilities for your firm. In Decisively Digital: From Creating a Culture to Designing Strategy, digital strategy advisor and author Alexander Loth leverages his extensive experience working with Microsoft, CERN, and SAP to deliver a robust and accessible exploration of what it takes for a company to unlock the potential of new digital technologies. You’ll discover how to: Utilize new technologies to establish a digital culture and realize the benefits of modern work for your employees Unleash the abilities that come with processing big data and taking advantage of data democracy, analytics, and cloud computing Implement artificial intelligence, blockchain, process automation, and IoT in a way that goes beyond the hype and delivers real business results Packed with interviews with industry leaders and real-world customer examples, Decisively Digital is ideal for CIOs, CDOs, and other executives and professionals who need to know how technology can improve their businesses and power results today and tomorrow.
