Clinical Data Mining For Physician Decision Making And Investigating Health Outcomes Methods For Prediction And Analysis
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Clinical Data Mining For Physician Decision Making And Investigating Health Outcomes Methods For Prediction And Analysis
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Author : Cerrito, Patricia
language : en
Publisher: IGI Global
Release Date : 2010-06-30
Clinical Data Mining For Physician Decision Making And Investigating Health Outcomes Methods For Prediction And Analysis written by Cerrito, Patricia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-30 with Computers categories.
"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.
Interoperability In Healthcare Information Systems Standards Management And Technology
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Author : Sicilia, Miguel Ángel
language : en
Publisher: IGI Global
Release Date : 2013-06-30
Interoperability In Healthcare Information Systems Standards Management And Technology written by Sicilia, Miguel Ángel and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-30 with Medical categories.
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.
Data Mining To Determine Risk In Medical Decisions
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Author : P.B. Cerrito
language : en
Publisher: Sage Publications Limited
Release Date : 2011-11-15
Data Mining To Determine Risk In Medical Decisions written by P.B. Cerrito and has been published by Sage Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-15 with Medical categories.
Decisions regarding the risks involved in medical treatments must belong to patients and their physicians – after all, it is the patient's health and life which is at stake. But patients will not be equipped for this decision-making process if they cannot be given some idea as to the risks and benefits of treatment. Such risks are generally estimated by a consensus panel of specialist physicians using supporting medical literature. Unfortunately, this literature does not always provide a good estimate of risk, particularly in the case of rare occurrences. This book demonstrates statistical techniques that can be used to investigate matters of risk. These include kernel density estimation, predictive modeling, association rules and text analysis. It also shows, through example, how these techniques can provide meaningful results, and examines current methods, discussing some of the flaws in models which may lead to misleading results. After a general introduction to the concept of medical risk, the subjects covered include the process by which rare occurrences are investigated in drugs or treatments, the trade-offs between risks and benefits, extrapolation of clinical trial results and the cost of healthcare in relation to risks. It also examines problems such as competing risks, error, and the use of group identities, as well as looking at the issue of futility. The book concludes with a chapter providing a general discussion and summary, and an appendix shows some of the processes for using SAS Enterprise Miner to perform some of the models used in the text.
Assistive Technologies And Computer Access For Motor Disabilities
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Author : Kouroupetroglou, Georgios
language : en
Publisher: IGI Global
Release Date : 2013-08-31
Assistive Technologies And Computer Access For Motor Disabilities written by Kouroupetroglou, Georgios and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-31 with Medical categories.
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.
Disability Informatics And Web Accessibility For Motor Limitations
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Author : Kouroupetroglou, Georgios
language : en
Publisher: IGI Global
Release Date : 2013-08-31
Disability Informatics And Web Accessibility For Motor Limitations written by Kouroupetroglou, Georgios and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-31 with Medical categories.
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.
Clinical Data Mining For Physician Decision Making And Investigating Health Outcomes
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Author : John Cerrito*1954-*
language : en
Publisher:
Release Date : 2010
Clinical Data Mining For Physician Decision Making And Investigating Health Outcomes written by John Cerrito*1954-* and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Data mining categories.
"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
Novel Reliable Approaches For Prediction And Clinical Decision Making In Cancer
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Author : Ines Zidi
language : en
Publisher: Frontiers Media SA
Release Date : 2025-01-14
Novel Reliable Approaches For Prediction And Clinical Decision Making In Cancer written by Ines Zidi and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-14 with Medical categories.
Cancer is one of the leading causes of death worldwide. Significant advances in the understanding of cancer biology have been reported in the last decade. Many important driving changes, especially immunological deregulations are implicated in cancer development and progression. These events lead to cancer complexity and heterogeneity in cancer and play a substantial role in pharmacokinetic variability in anticancer therapies. Furthermore, it remains difficult to quantify the prevalence of recurrence and metastasis. Interestingly, omics have shown promising results and are being used to better describe cancer susceptibility, prognosis, and response to treatment. Additionally, researchers are still searching for immunological and other cancer signatures particularly relevant for effective cancer prediction. Emerging data obtained independently are still insufficient to explain the complexity of cancer. Hopefully, new comprehensive systemic and combinatorial approaches will yield benefit in the future and will lead to the development of personalized treatment regimens and improved immunotherapies. In this research topic, we welcome submissions that propose new panels including, and not limited to, immunological information (cytokines, signal transduction pathways involving immune receptors, immune tolerance molecules, extracellular vesicles, immune cells, etc.), genetic information related to genes involved in the deregulation of immune functions (eg, multi-SNP, CNV), medical history, imaging results. Authors should present integrative and systemic approaches using clinical data to make reliable predictions of cancer risk and its prognosis and to support cancer treatment management and clinical decision-making.
Big Data Analytics And Intelligent Applications For Smart And Secure Healthcare Services
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Author : Kamal Upreti
language : en
Publisher: CRC Press
Release Date : 2025-02-26
Big Data Analytics And Intelligent Applications For Smart And Secure Healthcare Services written by Kamal Upreti and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-26 with Technology & Engineering categories.
The book provides a comprehensive discussion for utilizing computational models such as artificial neural networks, agent-based models, and decision field theory, for reliability engineering. It further presents optimization solutions for smart and secure healthcare services. The text showcases how to predict the failure and repair rates of healthcare subsystems using computational intelligence. This book: · Explores how data-driven methodologies and advanced computational intelligence are revolutionizing the healthcare industry, promoting efficiency, accessibility, and sustainability; · Highlights the pivotal role that big data analytics plays in harnessing vast amounts of patient records, clinical information, and real-time medical data to provide timely insights for healthcare professionals and policymakers; · Discusses the integration of artificial intelligence and machine learning techniques in healthcare, with a focus on revolutionizing disease detection, treatment planning, and resource allocation; · Lays the foundation for developing sustainable healthcare systems that are adaptable to long-term challenges, such as population growth, emerging diseases, and resource constraints; · Covers computational intelligence techniques, like fuzzy logic, neural networks, and evolutionary computations, emphasizing their role in solving complex, data-driven healthcare problems; · Includes topics like data management, visualization, protection, and complex adaptive systems, as well as hybrid computational intelligence techniques for synergistic problem-solving strategies. This volume will serve as an ideal text for senior undergraduates, graduate students, and academic researchers in fields including electrical engineering, electronics and communications engineering, computer engineering, and mathematics.
Intelligent Technologies
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Author : Himansu Das
language : en
Publisher: Springer Nature
Release Date : 2024-09-02
Intelligent Technologies written by Himansu Das and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-02 with Computers categories.
This book discusses automated computing systems which are mostly powered by intelligent technologies like artificial intelligence, machine learning, image recognition, speech processing, cloud computing, etc., to perform complex automated tasks which are not possible by traditional computing systems. The chapters are extended version of research works presented at third PhD Research Symposium in various advanced technologies used in the field of computer science. This book provides an opportunity for the researchers to get ideas regarding the ongoing works that help them in formulating problems of their interest. The academicians can also be benefited to know about the current research trends that smooth the way to guide their students to carry out research work in the proper direction. The industry people will be also facilitated to know about the current advances in research work and materialize the research work into industrial applications.
Ai Driven Alzheimer S Disease Detection And Prediction
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Author : Lilhore, Umesh Kumar
language : en
Publisher: IGI Global
Release Date : 2024-08-09
Ai Driven Alzheimer S Disease Detection And Prediction written by Lilhore, Umesh Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-09 with Medical categories.
Alzheimer's disease (AD) poses a significant global health challenge, with an estimated 50 million people affected worldwide and no known cure. Traditional methods of diagnosis and prediction often rely on subjective assessments. They are limited in detecting the disease early, leading to delayed intervention and poorer patient outcomes. Additionally, the complexity of AD, with its multifactorial etiology and diverse clinical manifestations, requires a multidisciplinary approach for effective management. AI-Driven Alzheimer's Disease Detection and Prediction offers a groundbreaking solution by leveraging advanced artificial intelligence (AI) techniques to enhance early diagnosis and prediction of AD. This edited book provides a comprehensive overview of state-of-the-art research, methodologies, and applications at the intersection of AI and AD detection. By bridging the gap between traditional diagnostic methods and cutting-edge technology, this book facilitates knowledge exchange, fosters interdisciplinary collaboration, and contributes to innovative solutions for AD management.