Clinical Data Mining for Physician Decision Making and Investigating Health Outcomes: Methods for Prediction and Analysis PDF Download

Author: Cerrito, Patricia
Publisher: IGI Global
ISBN: 1615209069
Category : Computers
Languages : en
Pages : 370

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Book Description
"This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher.

Author: Sicilia, Miguel Ángel
Publisher: IGI Global
ISBN: 1466630019
Category : Medical
Languages : en
Pages : 336

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Book Description
Although the standards in electronic health records and general healthcare services continue to evolve, many organizations push to connect interoperability with public service and basic citizenship rights. This poses significant technical and organizational challenges that are the focus of many research and standardization efforts. Interoperability in Healthcare Information Systems: Standards, Management and Technology provides a comprehensive collection on the overview of electronic health records and health services interoperability and the different aspects representing its outlook in a framework that is useful for practitioners, researchers, and decision-makers.

Author: Adam Bohr
Publisher: Academic Press
ISBN: 0128184396
Category : Computers
Languages : en
Pages : 385

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Book Description
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Author: Ronny S. Mans
Publisher: Springer
ISBN: 3319160710
Category : Computers
Languages : en
Pages : 99

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Book Description
What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model. This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.

Author: Kouroupetroglou, Georgios
Publisher: IGI Global
ISBN: 1466644397
Category : Medical
Languages : en
Pages : 433

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Book Description
Individuals with disabilities that impede their range of motion often have difficulty accessing technologies. With the use of computer-based assistive technology; devices, tools, and services can be used to maintain and improve the functional capabilities of motor disabilities. Assistive Technologies and Computer Access for Motor Disabilities investigates solutions to the difficulties of impaired technology access by highlighting the principles, methods, and advanced technological solutions for those with motor impairments. This reference source is beneficial to academia, industry, and various professionals in disciplines such as rehabilitation science, occupational therapy, human-computer interface development, ergonomics, and teaching in inclusive and special education. This publication is integrated with its pair book Disability Informatics and Web Accessibility for Motor Limitations.

Author: Kouroupetroglou, Georgios
Publisher: IGI Global
ISBN: 1466644435
Category : Medical
Languages : en
Pages : 443

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Book Description
As technology becomes an increasingly vital aspect of modern social interaction, the field of disability informatics and web accessibility has made significant progress in consolidating theoretical approaches and exploring new application domains for those with motor and cognitive disabilities. Disability Informatics and Web Accessibility for Motor Limitations explores the principles, methods, and advanced technological solutions in the use of assistive technologies to enable users with motor limitations. This book is essential for academia, industry, and various professionals in fields such as web application designers, rehabilitation scientists, ergonomists, and teachers in inclusive and special education. This publication is integrated with its pair book Assistive Technologies and Computer Access for Motor Disabilities.

Author: Roger Mazze
Publisher: John Wiley & Sons
ISBN: 0470061715
Category : Medical
Languages : en
Pages : 451

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Book Description
Using evidence-based medicine, this title addresses theprominent issues of primary care diabetes management. It providespractical solutions to the detection and treatment of diabetes, itscomplications and such new areas as metabolic syndrome,pre-diabetes and diabetes in children. The text reviews thefundamental basis of diabetes management and then addressestreatment of each type of diabetes and the major micro- andmacrovascular complications. This Revised Second Edition uniquely focuses on advancedtechnologies and advanced therapeutics. Key changes include:Integration of incretin hormones in the basic pathophysiologyof type 2 diabetes; Incretin mimetics andpotentiators; Revised clinical decision paths with newmedications and advanced insulin algorithms; New section oncontinuous glucose monitoring. Staged Diabetes Management: A Systematic Approach, SecondEdition, Revised presents a clear set of clinicalalgorithms consistent with the EASD/ADA recommended algorithms. Itprovides a means of applying the principles using a provenmethodology and one that has been applied internationally. Based on the highly successful diabetes programmes for primarycare developed by the world-renowned International Diabetes Centerin Minneapolis, USA Features Decision Paths and Practice Guidelines to facilitateclinical decision making Clearly written and illustrated: each chapter may be read alonebut complements the others to give a broad view of diabetescare This title is an invaluable guide for healthcare professionals,particularly primary care physicians, diabetes specialist nurses,and for all those with an interest in diabetes. It is alsouseful for all Diabetes educators and medical students.

Author: Arvind Dagur
Publisher: CRC Press
ISBN: 1003845835
Category : Computers
Languages : en
Pages : 795

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Book Description
This book contains the conference proceedings of ICABCS 2023, a non-profit conference with the objective to provide a platform that allows academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad to exchange their research and innovative ideas in the field of Artificial Intelligence, Blockchain, Computing and Security. It explores the recent advancement in field of Artificial Intelligence, Blockchain, Communication and Security in this digital era for novice to profound knowledge about cutting edges in artificial intelligence, financial, secure transaction, monitoring, real time assistance and security for advanced stage learners/ researchers/ academicians. The key features of this book are: Broad knowledge and research trends in artificial intelligence and blockchain with security and their role in smart living assistance Depiction of system model and architecture for clear picture of AI in real life Discussion on the role of Artificial Intelligence and Blockchain in various real-life problems across sectors including banking, healthcare, navigation, communication, security Explanation of the challenges and opportunities in AI and Blockchain based healthcare, education, banking, and related industries This book will be of great interest to researchers, academicians, undergraduate students, postgraduate students, research scholars, industry professionals, technologists, and entrepreneurs.

Author: Madaan, Rosy
Publisher: IGI Global
ISBN: 1668425092
Category : Political Science
Languages : en
Pages : 287

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Book Description
With the development of information technology, the concept of smart healthcare has been evolving gradually. A new generation of information technologies, such as the internet of things, cloud computing, big data, and artificial intelligence, have transformed the old medical system and improved the efficiency, convenience, and personalization of healthcare. These changes are necessary to keep up with the requirements of individual people and the improvements in the efficiency of medical care, which largely enhances the experience of medical and health services. Smart Healthcare for Sustainable Urban Development discusses current challenges of digital healthcare adoption as well as how the internet of things and big data technologies can help promote digital healthcare adoption and improve healthcare efficiency. The book also considers how information technologies can support the adoption of smart health for overall improved healthcare delivery and access. Covering topics such as artificial intelligence and smart hospitals, this reference work is ideal for researchers, scholars, practitioners, academicians, industry professionals, instructors, and students

Author:
Publisher:
ISBN:
Category : Medicine
Languages : en
Pages : 1874

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