Fundamentals Of Clinical Data Science
DOWNLOAD
Download Fundamentals Of Clinical Data Science PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Fundamentals Of Clinical Data Science book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Fundamentals Of Clinical Data Science
DOWNLOAD
Author : Pieter Kubben
language : en
Publisher: Springer
Release Date : 2018-12-21
Fundamentals Of Clinical Data Science written by Pieter Kubben and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-21 with Medical categories.
This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
Fundamentals Of Clinical Data Science
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2019
Fundamentals Of Clinical Data Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Fundamentals Of Clinical Data Science
DOWNLOAD
Author : Andre Dekker
language : en
Publisher:
Release Date : 2020-10-09
Fundamentals Of Clinical Data Science written by Andre Dekker and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Computers categories.
This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book's promise is "no math, no code"and will explain the topics in a style that is optimized for a healthcare audience. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Machine Learning And Deep Learning In Medical Data Analytics And Healthcare Applications
DOWNLOAD
Author : Om Prakash Jena
language : en
Publisher: CRC Press
Release Date : 2022-02-25
Machine Learning And Deep Learning In Medical Data Analytics And Healthcare Applications written by Om Prakash Jena and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-25 with Computers categories.
Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML/DL paradigms for the healthcare sector, this book demonstrates the depth, breadth, complexity, and diversity of this multi-disciplinary area. It provides a comprehensive overview of ML/DL algorithms and explores the related use cases in enterprises such as computer-aided medical diagnostics, drug discovery and development, medical imaging, automation, robotic surgery, electronic smart records creation, outbreak prediction, medical image analysis, and radiation treatments. This book aims to endow different communities with the innovative advances in theory, analytical results, case studies, numerical simulation, modeling, and computational structuring in the field of ML/DL models for healthcare applications. It will reveal different dimensions of ML/DL applications and will illustrate their use in the solution of assorted real-world biomedical and healthcare problems. Features: Covers the fundamentals of ML and DL in the context of healthcare applications Discusses various data collection approaches from various sources and how to use them in ML/DL models Integrates several aspects of AI-based computational intelligence such as ML and DL from diversified perspectives which describe recent research trends and advanced topics in the field Explores the current and future impacts of pandemics and risk mitigation in healthcare with advanced analytics Emphasizes feature selection as an important step in any accurate model simulation where ML/DL methods are used to help train the system and extract the positive solution implicitly This book is a valuable source of information for researchers, scientists, healthcare professionals, programmers, and graduate-level students interested in understanding the applications of ML/DL in healthcare scenarios. Dr. Om Prakash Jena is an Assistant Professor in the Department of Computer Science, Ravenshaw University, Cuttack, Odisha, India. Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at the School of Engineering and Technology, Sharda University, Greater Noida, India. Dr. Utku Kose is an Associate Professor in Suleyman Demirel University, Turkey.
German Medical Data Sciences 2022 Future Medicine More Precise More Integrative More Sustainable
DOWNLOAD
Author : R. Röhrig
language : en
Publisher: IOS Press
Release Date : 2022-08-31
German Medical Data Sciences 2022 Future Medicine More Precise More Integrative More Sustainable written by R. Röhrig and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-31 with Medical categories.
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.
Proceedings Of International Conference On Sustainable Expert Systems
DOWNLOAD
Author : Subarna Shakya
language : en
Publisher: Springer Nature
Release Date : 2021-03-30
Proceedings Of International Conference On Sustainable Expert Systems written by Subarna Shakya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-30 with Computers categories.
This book includes papers on intelligent expert systems and sustainability applications in the areas of data science, image processing, wireless communication, risk assessment, healthcare, intelligent social network mining, and energy. The recent growth of sustainability leads to a progressively new era of computing, where its design and deployment leverages significant impact on the intelligent systems research. Moreover, the sustainability technologies can be effectively used in the progressive deployment of various network-enabled technologies like intelligent sensors, smart cities, wearable technologies, robotics, web applications and other such Internet technologies. The thrust of this book is to publish the state-of-the-art research articles that deals with the design, development, implementation and testing of the intelligent expert systems and also to provide an overview of the sustainable management of these systems.
Fundamentals Of Ai For Medical Education Research And Practice
DOWNLOAD
Author : Sameer Mohommed Khan
language : en
Publisher: Elsevier
Release Date : 2025-01-27
Fundamentals Of Ai For Medical Education Research And Practice written by Sameer Mohommed Khan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Science categories.
Fundamentals of AI for Medical Education, Research and Practice provides a comprehensive introduction on all aspects of AI application in healthcare, ranging from medical education to diagnostic medicine. The book's chapters are grouped into six sections: an introduction to AI in healthcare, AI in medical education, AI healthcare in research, AI in clinical practice, and future directions and challenges, concluding with practical application of AI tools in health care. Written by an experienced physiologist and medical educationist who is actively involved in all aspects of teaching and learning, this book will prove to be immense benefit for medical researchers, practicing clinicians, academicians and medical students at all levels. - Introduces the basic aspects of artificial intelligence to readers - Presents practical applications of AI to enhance the quality of healthcare - Encompasses wide range of topics in all the aspects of healthcare - Immensely useful to get an overall idea about AI and what to expect from it in the future
Open Semantic Technologies For Intelligent System
DOWNLOAD
Author : Vladimir Golenkov
language : en
Publisher: Springer Nature
Release Date : 2020-10-24
Open Semantic Technologies For Intelligent System written by Vladimir Golenkov and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-24 with Computers categories.
This book constitutes the refereed proceedings of the 10th International Conference on Open Semantic Technologies for Intelligent System, OSTIS 2020, held in Minsk, Belarus, in February 2020. The 14 revised full papers and 2 short papers were carefully reviewed and selected from 62 submissions. The papers mainly focus on standardization of intelligent systems and cover wide research fields including knowledge representation and reasoning, semantic networks, natural language processing, temporal reasoning, probabilistic reasoning, multi-agent systems, intelligent agents.
Caring Is Sharing Exploiting The Value In Data For Health And Innovation
DOWNLOAD
Author : M. Hägglund
language : en
Publisher: IOS Press
Release Date : 2023-06-22
Caring Is Sharing Exploiting The Value In Data For Health And Innovation written by M. Hägglund and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-22 with Medical categories.
Modern information and communication technologies make it easier for individuals to be involved in their own health and social care. They also facilitate contact between individuals and service providers and deliver more efficient tools for healthcare staff. Artificial Intelligence (AI) promises to bring even more benefits in the future, with more effectiveness and the provision of decision support. This book presents the proceedings of the 33rd Medical Informatics Europe Conference, MIE2023, held in Gothenburg, Sweden, from 22 to 25 May 2023. The theme of MIE2023 was ‘Caring is Sharing – Exploiting Value in Data for Health and Innovation’, stressing the increasing importance of sharing digital-health data and the related challenges. The sharing of health data is developing rapidly, both in Europe and beyond, so the focus of the conference was on the enabling of trustworthy sharing of data to improve health. Topics covered include healthcare, community care, self-care, public health, and the innovation and development of future-proof digital-health solutions, and the almost 300 papers divided into 10 chapters also cover important advances in the sub domains of biomedical informatics: decision support systems, clinical information systems, clinical research informatics, knowledge management and representation, consumer health informatics, natural language processing, public health informatics, privacy, ethical and societal aspects among them. Describing innovative approaches to the collection, organization, analysis, and data-sharing related to health and wellbeing, the book contributes to the expertise required to take medical informatics to the next level, and will be of interest to all those working in the field.
Debt In Times Of Crisis
DOWNLOAD
Author : Thomas Poufinas
language : en
Publisher: Springer Nature
Release Date : 2021-08-27
Debt In Times Of Crisis written by Thomas Poufinas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-27 with Business & Economics categories.
Debt, private and public, and in particular excessive debt, has been debated to be one of the root causes of economic crises. At the same time, economic crises are believed to lead to an increase of debt. This book, through a range of contributors, explores certain constituents of an economy and attempts to identify their contribution to debt (public and private), especially in times of crisis; namely, bonds, tariffs, social security and non-performing loans (NPLs). Furthermore, it captures the (implicit) impact of the demography on debt through tariffs and social security and investigates the effect of quantitative easing/purchase programs and as well as crises on debt. In addition, the (cost of the) reserve that a state may want to provision for, in order to secure its economy from defaulting within a certain time horizon, is also addressed and calculated. This calculation offers an alternative valuation, or pricing, of (excess) debt (default protection). This book aims to offer a comparative study of countries – especially those with a history of excessive debt - and intends to realize whether an economic crisis can genuinely deteriorate debt, or whether the debt unsustainability is preexisting to the crisis. It will be relevant to students and researchers interested in economic policy and growth.