Oracle Healthcare

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Demystifying Big Data and Machine Learning for Healthcare

Prashant Natarajan,John C. Frenzel,Detlev H. Smaltz

Author : Prashant Natarajan,John C. Frenzel,Detlev H. Smaltz
Publisher : CRC Press
Page : 210 pages
File Size : 49,8 Mb
Release : 2017-02-15
Category : Medical
ISBN : 9781315389318

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Demystifying Big Data and Machine Learning for Healthcare by Prashant Natarajan,John C. Frenzel,Detlev H. Smaltz Pdf

Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization today. Increasingly, the ability to glean and operationalize new insights efficiently as a byproduct of an organization’s day-to-day operations is becoming vital to hospitals and health systems ability to survive and prosper. One of the long-standing challenges in healthcare informatics has been the ability to deal with the sheer variety and volume of disparate healthcare data and the increasing need to derive veracity and value out of it. Demystifying Big Data and Machine Learning for Healthcare investigates how healthcare organizations can leverage this tapestry of big data to discover new business value, use cases, and knowledge as well as how big data can be woven into pre-existing business intelligence and analytics efforts. This book focuses on teaching you how to: Develop skills needed to identify and demolish big-data myths Become an expert in separating hype from reality Understand the V’s that matter in healthcare and why Harmonize the 4 C’s across little and big data Choose data fi delity over data quality Learn how to apply the NRF Framework Master applied machine learning for healthcare Conduct a guided tour of learning algorithms Recognize and be prepared for the future of artificial intelligence in healthcare via best practices, feedback loops, and contextually intelligent agents (CIAs) The variety of data in healthcare spans multiple business workflows, formats (structured, un-, and semi-structured), integration at point of care/need, and integration with existing knowledge. In order to deal with these realities, the authors propose new approaches to creating a knowledge-driven learning organization-based on new and existing strategies, methods and technologies. This book will address the long-standing challenges in healthcare informatics and provide pragmatic recommendations on how to deal with them.

Artificial Intelligence for Healthcare Applications and Management

Boris Galitsky,Saveli Goldberg

Author : Boris Galitsky,Saveli Goldberg
Publisher : Academic Press
Page : 550 pages
File Size : 52,6 Mb
Release : 2022-01-13
Category : Computers
ISBN : 9780128245224

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Artificial Intelligence for Healthcare Applications and Management by Boris Galitsky,Saveli Goldberg Pdf

Artificial Intelligence for Healthcare Applications and Management introduces application domains of various AI algorithms across healthcare management. Instead of discussing AI first and then exploring its applications in healthcare afterward, the authors attack the problems in context directly, in order to accelerate the path of an interested reader toward building industrial-strength healthcare applications. Readers will be introduced to a wide spectrum of AI applications supporting all stages of patient flow in a healthcare facility. The authors explain how AI supports patients throughout a healthcare facility, including diagnosis and treatment recommendations needed to get patients from the point of admission to the point of discharge while maintaining quality, patient safety, and patient/provider satisfaction. AI methods are expected to decrease the burden on physicians, improve the quality of patient care, and decrease overall treatment costs. Current conditions affected by COVID-19 pose new challenges for healthcare management and learning how to apply AI will be important for a broad spectrum of students and mature professionals working in medical informatics. This book focuses on predictive analytics, health text processing, data aggregation, management of patients, and other fields which have all turned out to be bottlenecks for the efficient management of coronavirus patients. Presents an in-depth exploration of how AI algorithms embedded in scheduling, prediction, automated support, personalization, and diagnostics can improve the efficiency of patient treatment Investigates explainable AI, including explainable decision support and machine learning, from limited data to back-up clinical decisions, and data analysis Offers hands-on skills to computer science and medical informatics students to aid them in designing intelligent systems for healthcare Informs a broad, multidisciplinary audience about a multitude of applications of machine learning and linguistics across various healthcare fields Introduces medical discourse analysis for a high-level representation of health texts

Advancing Healthcare Through Personalized Medicine

Priya Hays

Author : Priya Hays
Publisher : Springer Nature
Page : 755 pages
File Size : 43,9 Mb
Release : 2021-09-27
Category : Medical
ISBN : 9783030801007

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Advancing Healthcare Through Personalized Medicine by Priya Hays Pdf

This book provides a unique perspective on the biomedical and societal implications of personalized medicine and how it helps to mitigate the healthcare crisis and rein in ever-growing expenditure. It introduces the reader to the underlying concepts at the heart of personalized medicine. An innovative second edition, this book functions as an update to the successful first edition to include new, state-of-the-art information and advancements in the fast-paced field of personalized medicine. Chapters examine pharmacogenomics, targeted therapies, individualized diagnosis and treatment, and cancer immunotherapies. The book also features an essential discussion on how the advent of genomic technologies gives clinicians the capability to predict and diagnose disease more efficiently and offers a detailed up-to-date compilation of clinical trials in cancer leading to breakthrough therapies. The book also addresses the impact of Big Data on personalized medicine and the newfound applications of digital health and artificial intelligence. A work that advocates for a patient-centered approach, Advancing Healthcare Through Personalized Medicine, Second Edition is an invaluable text for clinicians, healthcare providers, and patients.

Healthcare Administration: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1621 pages
File Size : 43,7 Mb
Release : 2014-08-31
Category : Medical
ISBN : 9781466663404

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Healthcare Administration: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

As information systems become ever more pervasive in an increasing number of fields and professions, workers in healthcare and medicine must take into consideration new advances in technologies and infrastructure that will better enable them to treat their patients and serve their communities. Healthcare Administration: Concepts, Methodologies, Tools, and Applications brings together recent research and case studies in the medical field to explore topics such as hospital management, delivery of patient care, and telemedicine, among others. With a focus on some of the most groundbreaking new developments as well as future trends and critical concerns, this three-volume reference source will be a significant tool for medical practitioners, hospital managers, IT administrators, and others actively engaged in the healthcare field.

Internet of Things Technologies for HealthCare

Mobyen Uddin Ahmed,Shahina Begum,Wasim Raad

Author : Mobyen Uddin Ahmed,Shahina Begum,Wasim Raad
Publisher : Springer
Page : 186 pages
File Size : 44,8 Mb
Release : 2017-01-20
Category : Medical
ISBN : 9783319512341

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Internet of Things Technologies for HealthCare by Mobyen Uddin Ahmed,Shahina Begum,Wasim Raad Pdf

This book constitutes the proceedings of the Third International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2016, held in Västerås, Sweden, October 18-19, 2016. The conference also included the First Workshop on Emerging eHealth through Internet of Things (EHIoT 2016). IoT as a set of existing and emerging technologies, notions and services provides many solutions to delivery of electronic healthcare, patient care, and medical data management. The 31 revised full papers presented along with 9 short papers were carefully reviewed and selected from 43 submissions in total. The papers cover topics such as healthcare support for the elderly, real-time monitoring systems, security, safety and communication, smart homes and smart caring environments, intelligent data processing and predictive algorithms in e-Health, emerging eHealth IoT applications, signal processing and analysis, and smartphones as a healthy thing.

Incorporating the Internet of Things in Healthcare Applications and Wearable Devices

Pankajavalli, P. B.,Karthick, G. S.

Author : Pankajavalli, P. B.,Karthick, G. S.
Publisher : IGI Global
Page : 288 pages
File Size : 47,5 Mb
Release : 2019-10-11
Category : Medical
ISBN : 9781799810919

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Incorporating the Internet of Things in Healthcare Applications and Wearable Devices by Pankajavalli, P. B.,Karthick, G. S. Pdf

The internet of things (IoT) has had a major impact on academic and industrial fields. Applying these technologies to healthcare systems reduces medical costs while enriching the patient-centric approach to medicine, allowing for better overall healthcare proficiency. However, usage of IoT in healthcare is still suffering from significant challenges with respect to the cost and accuracy of medical sensors, non-standard IoT system architectures, assorted wearable devices, the huge volume of generated data, and interoperability issues. Incorporating the Internet of Things in Healthcare Applications and Wearable Devices is an essential publication that examines existing challenges and provides solutions for building smart healthcare systems with the latest IoT-enabled technology and addresses how IoT improves the proficiency of healthcare with respect to wireless sensor networks. While highlighting topics including mobility management, sensor integration, and data analytics, this book is ideally designed for computer scientists, bioinformatics analysts, doctors, nurses, hospital executives, medical students, IT specialists, software developers, computer engineers, industry professionals, academicians, researchers, and students seeking current research on how these emerging wireless technologies improve efficiency within the healthcare domain.

Advanced Technologies, Systems, and Applications VI

Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić

Author : Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić
Publisher : Springer Nature
Page : 803 pages
File Size : 48,6 Mb
Release : 2021-11-16
Category : Technology & Engineering
ISBN : 9783030900557

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Advanced Technologies, Systems, and Applications VI by Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić Pdf

This book presents the innovative and interdisciplinary application of advanced technologies. It includes the scientific outcomes and results of the conference 12th Day of Bosnian-Herzegovinian American Academy of Art and Sciences held in Mostar, Bosnia, and Herzegovina, June 24-27, 2021. The latest developments in various fields of engineering have been presented through various papers in civil engineering, mechanical engineering, computing, electrical and electronics engineering, and others. A new session, Sustainable Urban Development: Designing Smart, Inclusive and Resilient Cities, was organized, enabling experts in this field to exchange their knowledge and expertise.

17th International Conference on Information Technology–New Generations (ITNG 2020)

Shahram Latifi

Author : Shahram Latifi
Publisher : Springer Nature
Page : 691 pages
File Size : 45,6 Mb
Release : 2020-05-11
Category : Computers
ISBN : 9783030430207

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17th International Conference on Information Technology–New Generations (ITNG 2020) by Shahram Latifi Pdf

This volume presents the 17th International Conference on Information Technology—New Generations (ITNG), and chronicles an annual event on state of the art technologies for digital information and communications. The application of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and healthcare are among the themes explored by the ITNG proceedings. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help information flow to end users are of special interest. Specific topics include Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing. The conference features keynote speakers; a best student contribution award, poster award, and service award; a technical open panel, and workshops/exhibits from industry, government, and academia.

Cloud Computing Applications for Quality Health Care Delivery

Moumtzoglou, Anastasius

Author : Moumtzoglou, Anastasius
Publisher : IGI Global
Page : 372 pages
File Size : 47,9 Mb
Release : 2014-06-30
Category : Medical
ISBN : 9781466661196

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Cloud Computing Applications for Quality Health Care Delivery by Moumtzoglou, Anastasius Pdf

Software applications once held on local computers and servers are beginning to shift to the public Internet sphere, and private health information is no exception. The likelihood of placing once restricted and private health records in the cloud is increasing. Cloud Computing Applications for Quality Health Care Delivery focuses on cloud technologies that could affect quality in the healthcare field. Leading experts in this area offer their knowledge and contribute to the demystification of healthcare in the Cloud. This publication will prove to be a useful tool for undergraduate and graduate students of healthcare quality and management, healthcare managers, and industry professionals.

Information Technology in Health Care

Christian Nøhr,J. E. C. M. Aarts

Author : Christian Nøhr,J. E. C. M. Aarts
Publisher : IOS Press
Page : 228 pages
File Size : 52,5 Mb
Release : 2010
Category : Business & Economics
ISBN : 9781607505686

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Information Technology in Health Care by Christian Nøhr,J. E. C. M. Aarts Pdf

Of the 28 submitted papers presented here, seven deal with patient safety, eight address various topics of system design, six cover the subject of implementation and four explore patient involvement. The remaining three papers cover the theme of the conference in a broader perspective. --

Software Quality

Stefan Biffl,Dietmar Winkler,Johannes Bergsmann

Author : Stefan Biffl,Dietmar Winkler,Johannes Bergsmann
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 46,8 Mb
Release : 2012-01-09
Category : Business & Economics
ISBN : 9783642272127

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Software Quality by Stefan Biffl,Dietmar Winkler,Johannes Bergsmann Pdf

This book constitutes the refereed proceedings of the 4th Software Quality Days Conference (SWQD) held in Vienna, Austria, in January 2012. The selection of presentations at the conference encompasses a mixture of practical presentations and scientific papers covering new research topics. The seven scientific full papers accepted for SWQD were each peer-reviewed by three or more reviewers and selected out of 18 high-quality submissions. Further, six short papers on promising research directions were also presented and included in order to spark discussions between researchers and practitioners. The papers are organized into topical sections on software product quality; software engineering processes; software process improvement; component-based architectures; risk management; and quality assurance and collaboration.

Informatics Needs and Challenges in Cancer Research

Institute of Medicine,Board on Health Care Services,National Cancer Policy Forum

Author : Institute of Medicine,Board on Health Care Services,National Cancer Policy Forum
Publisher : National Academies Press
Page : 146 pages
File Size : 48,7 Mb
Release : 2012-10-02
Category : Medical
ISBN : 9780309259514

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Informatics Needs and Challenges in Cancer Research by Institute of Medicine,Board on Health Care Services,National Cancer Policy Forum Pdf

As information technology becomes an integral part of health care, it is important to collect and analyze data in a way that makes the information understandable and useful. Informatics tools-which help collect, organize, and analyze data-are essential to biomedical and health research and development. The field of cancer research is facing an overwhelming deluge of data, heightening the national urgency to find solutions to support and sustain the cancer informatics ecosystem. There is a particular need to integrate research and clinical data to facilitate personalized medicine approaches to cancer prevention and treatment-for example, tailoring treatment based on an individual patient's genetic makeup as well as that of the tumor-and to allow for more rapid learning from patient experiences. To further examine informatics needs and challenges for 21st century biomedical research, the IOM's National Cancer Policy Forum held a workshop February 27-28, 2012. The workshop was designed to raise awareness of the critical and urgent importance of the challenges, gaps and opportunities in informatics; to frame the issues surrounding the development of an integrated system of cancer informatics for acceleration of research; and to discuss solutions for transformation of the cancer informatics enterprise. Informatics Needs and Challenges in Cancer Research: Workshop Summary summarizes the workshop.

Computational Intelligence Techniques for Combating COVID-19

Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid

Author : Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid
Publisher : Springer Nature
Page : 392 pages
File Size : 41,6 Mb
Release : 2021
Category : Biomedical engineering
ISBN : 9783030689360

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Computational Intelligence Techniques for Combating COVID-19 by Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid Pdf

This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19. The book gives the technological key drivers behind using AI to find drugs that target the virus, shedding light on the structure of COVID-19, detecting the outbreak and spread of new diseases, spotting signs of a COVID-19 infection in medical images, monitoring how the virus and lockdown is affecting mental health, and forecasting how COVID-19 cases and deaths will spread across cities and why. Further, the book helps readers understand computational intelligence techniques combating COVID-19 in a simple and systematic way. Provides a comprehensive reference covering innovations and development of theories, conceptual models and computational algorithms focused on COVID-19; Asserts all relevant research, key themes, complex adaptive systems, metrics and paradigms dedicated towards COVID-19, enabled with evolutionary methods of computational sciences; Explores how AI and computational techniques can help to predict which patients with the virus would go on to develop Acute Respiratory Distress Syndrome (ARDS).

Advanced Oracle Healthcare

Eaiesb

Author : Eaiesb
Publisher : Consultantsnetwork
Page : 862 pages
File Size : 49,9 Mb
Release : 2013-11
Category : Electronic
ISBN : 1940558093

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Advanced Oracle Healthcare by Eaiesb Pdf

Introduction to Oracle SOA Suite for Healthcare Integration: Oracle SOA Suite for healthcare integration utilizes several features of Oracle SOA Suite to helps user or reader to design, create, and manage applications that process healthcare data. Oracle SOA Suite for healthcare integration includes a Web-based user interface where User/Reader create and configure healthcare integration applications, as well as monitor and manage the messages processed through those applications. SOA Suite HealthCare Integration Architecture: Oracle SOA Suite for healthcare integration provides SOA features and components that extend business processes to healthcare systems. When Oracle SOA Suite for healthcare integration is used in a SOA composite application, User/Reader model an end-to-end business process integration. Oracle SOA Suite provides a complete set of service infrastructure components for designing, deploying and managing composite applications. The multiple technology components of a composite application share common capabilities, including a single deployment and management model and tooling, end-to-end security and unified metadata management. In a SOA implementation, Oracle SOA Suite for healthcare integration functions as a binding component, with network protocols and services that enable message sending and receiving. As a service (inbound), the SOA composite application receives messages from Oracle SOA Suite for healthcare integration. As a reference (outbound), the SOA composite application passes a message to Oracle SOA Suite for healthcare integration, which in turn sends the message to external systems.

Silver Clouds, Dark Linings

Archie Reed,Stephen G. Bennett

Author : Archie Reed,Stephen G. Bennett
Publisher : Pearson Education
Page : 287 pages
File Size : 40,6 Mb
Release : 2010-09-15
Category : Business & Economics
ISBN : 9780132599641

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Silver Clouds, Dark Linings by Archie Reed,Stephen G. Bennett Pdf

The Executive’s Strategic Guide to Driving Maximum Business Value from Cloud Services Cloud services represent a fundamental shift in how individuals, enterprises, and governments conduct business, interact, and use technology. If used effectively, they can increase business agility and focus, simplify capacity planning, and strengthen cost control. Unsurprisingly, however, the cloud also presents risks. In this concise, executive level book, leading experts Archie Reed and Stephen G. Bennett share the insights and guidance decision-makers need to drive maximum value from cloud services--and avoid the pitfalls. The authors explain what cloud computing is, how it works, who provides cloud services, and how companies are using them. Next, they walk through the entire cloud lifecycle, offering expert guidance on planning, governance, compliance, security, operations, administration, management, and more. You’ll learn how to: · Assess the opportunities, benefits, and risks of cloud services in your environment · Use the cloud to improve processes, accelerate system/product delivery, or create entirely new products and businesses · Approach the cloud strategically (and learn why you should) · Understand cloud infrastructure, operations, and standards from the decision-maker’s point of view · Build on existing solution architecture, design practices, and SOA investments · Ensure appropriate control, monitoring, compliance, and security · Use IT process standardization to simplify cloud services management · Define a flexible roadmap that enables multiple projects to move forward in parallel, and can change as the marketplace evolves Cover illustration by RapidEye /iStockphoto.com

Oracle Healthcare

Demystifying Big Data and Machine Learning for Healthcare by Prashant Natarajan,John C. Frenzel,Detlev H. Smaltz Pdf

Artificial Intelligence for Healthcare Applications and Management by Boris Galitsky,Saveli Goldberg Pdf

Advancing Healthcare Through Personalized Medicine by Priya Hays Pdf

Healthcare Administration: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Internet of Things Technologies for HealthCare by Mobyen Uddin Ahmed,Shahina Begum,Wasim Raad Pdf

Incorporating the Internet of Things in Healthcare Applications and Wearable Devices by Pankajavalli, P. B.,Karthick, G. S. Pdf

Advanced Technologies, Systems, and Applications VI by Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić Pdf

17th International Conference on Information Technology–New Generations (ITNG 2020) by Shahram Latifi Pdf

Cloud Computing Applications for Quality Health Care Delivery by Moumtzoglou, Anastasius Pdf

Information Technology in Health Care by Christian Nøhr,J. E. C. M. Aarts Pdf

Software Quality by Stefan Biffl,Dietmar Winkler,Johannes Bergsmann Pdf

Informatics Needs and Challenges in Cancer Research by Institute of Medicine,Board on Health Care Services,National Cancer Policy Forum Pdf

Computational Intelligence Techniques for Combating COVID-19 by Sandeep Kautish,Sheng-Lung Peng,Ahmed J. Obaid Pdf

Advanced Oracle Healthcare by Eaiesb Pdf

Silver Clouds, Dark Linings by Archie Reed,Stephen G. Bennett Pdf

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