Computational Methods And Algorithms For Medicine And Optimized Clinical Practice

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Computational Methods and Algorithms for Medicine and Optimized Clinical Practice

Author : Chui, Kwok Tai
Publisher : IGI Global
ISBN 13 : 1522582452
Total Pages : 290 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Computational Methods and Algorithms for Medicine and Optimized Clinical Practice by : Chui, Kwok Tai

Download or read book Computational Methods and Algorithms for Medicine and Optimized Clinical Practice written by Chui, Kwok Tai and published by IGI Global. This book was released on 2019-03-22 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the healthcare industry continues to expand, it must utilize technology to ensure efficiencies are maintained. Healthcare needs to move in a direction where computational methods and algorithms can relieve the routine work of medical doctors, leaving them more time to carry out more important and skilled tasks such as surgery. Computational Methods and Algorithms for Medicine and Optimized Clinical Practice discusses some of the most interesting aspects of theoretical and applied research covering complementary facets of computational methods and algorithms to achieve greater efficiency and support medical personnel. Featuring research on topics such as healthcare reform, artificial intelligence, and disease detection, this book will particularly appeal to medical professionals and practitioners, hospitals, administrators, students, researchers, and academicians.

Emerging Technologies for Health Literacy and Medical Practice

Author : Garcia, Manuel B.
Publisher : IGI Global
ISBN 13 :
Total Pages : 493 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emerging Technologies for Health Literacy and Medical Practice by : Garcia, Manuel B.

Download or read book Emerging Technologies for Health Literacy and Medical Practice written by Garcia, Manuel B. and published by IGI Global. This book was released on 2024-02-14 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging Technologies for Health Literacy and Medical Practice unveils a transformative revolution brought about by emerging technologies, setting the stage for a paradigmatic shift from reactive medical interventions to proactive preventive measures. This transition has not only redefined the doctor-patient relationship but has also placed patients at the helm of their health management, actively engaged in informed decision-making. The book, a collective effort by experts across diverse disciplines, stands as an authoritative compendium delving into the profound implications of cutting-edge technologies in healthcare. From the tantalizing realm of artificial intelligence powering diagnostics and treatments to the tangible impact of wearable health devices and telemedicine on accessibility, each chapter delves into the nuanced interplay between technology and medical practice. This book spotlights the capabilities of these technologies, as well as dissecting the ethical, social, and regulatory tapestry they unravel. This book, thoughtfully tailored for a spectrum of stakeholders, epitomizes a synergy between knowledge dissemination and empowerment. From healthcare practitioners seeking to optimize medical practices to policymakers navigating the labyrinth of ethical considerations, from educators enriching health literacy to patients empowered to navigate their health journey, the book unearths its relevance across the healthcare spectrum.

Convergence of Big Data Technologies and Computational Intelligent Techniques

Author : Gupta, Govind P.
Publisher : IGI Global
ISBN 13 : 1668452669
Total Pages : 256 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Convergence of Big Data Technologies and Computational Intelligent Techniques by : Gupta, Govind P.

Download or read book Convergence of Big Data Technologies and Computational Intelligent Techniques written by Gupta, Govind P. and published by IGI Global. This book was released on 2022-09-16 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced computational intelligence techniques have been designed and developed in recent years to cope with various big data challenges and provide fast and efficient analytics that assist in making critical decisions. With the rapid evolution and development of internet-based services and applications, this technology is receiving attention from researchers, industries, and academic communities and requires additional study. Convergence of Big Data Technologies and Computational Intelligent Techniques considers recent advancements in big data and computational intelligence across fields and disciplines and discusses the various opportunities and challenges of adoption. Covering topics such as deep learning, data mining, smart environments, and high-performance computing, this reference work is crucial for computer scientists, engineers, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions

Author : Patricia Ordonez de Pablos
Publisher : Academic Press
ISBN 13 : 0128232102
Total Pages : 458 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions by : Patricia Ordonez de Pablos

Download or read book Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions written by Patricia Ordonez de Pablos and published by Academic Press. This book was released on 2022-03-11 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Innovation for Healthcare in COVID-19 Pandemic: Strategies and Solutions provides comprehensive knowledge and insights on the application of information technologies in the healthcare sector, sharing experiences from leading researchers and academics from around the world. The book presents innovative ideas, solutions and examples to deal with one of the major challenges of the world, a global problem with health, economic and political dimensions. Advanced information technologies can play a key role in solving problems generated by the COVID-19 outbreak. The book addresses how science, technology and innovation can provide advances and solutions to new global health challenges. This is a valuable resource for researchers, clinicians, healthcare workers, policymakers and members of the biomedical field who are interested in learning how digital technologies can help us avoid and solve global disease dissemination. Presents real-world cases with experiences of applications of healthcare solutions during the pandemic of COVID-19 Discusses new approaches, theories and tools developed during an unprecedented health situation and how they can be used afterwards Encompasses information on preparedness for future outbreaks to make less costly and more effective healthcare responses to crises

Incorporating the Internet of Things in Healthcare Applications and Wearable Devices

Author : Pankajavalli, P. B.
Publisher : IGI Global
ISBN 13 : 1799810917
Total Pages : 288 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Incorporating the Internet of Things in Healthcare Applications and Wearable Devices by : Pankajavalli, P. B.

Download or read book Incorporating the Internet of Things in Healthcare Applications and Wearable Devices written by Pankajavalli, P. B. and published by IGI Global. This book was released on 2019-10-11 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Early Detection of Neurological Disorders Using Machine Learning Systems

Author : Paul, Sudip
Publisher : IGI Global
ISBN 13 : 1522585680
Total Pages : 376 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Early Detection of Neurological Disorders Using Machine Learning Systems by : Paul, Sudip

Download or read book Early Detection of Neurological Disorders Using Machine Learning Systems written by Paul, Sudip and published by IGI Global. This book was released on 2019-06-28 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by : Management Association, Information Resources

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Impacts of Information Technology on Patient Care and Empowerment

Author : McHaney, Roger W.
Publisher : IGI Global
ISBN 13 : 1799800482
Total Pages : 452 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Impacts of Information Technology on Patient Care and Empowerment by : McHaney, Roger W.

Download or read book Impacts of Information Technology on Patient Care and Empowerment written by McHaney, Roger W. and published by IGI Global. This book was released on 2019-09-20 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern technology has impacted healthcare and interactions between patients and healthcare providers through a variety of means including the internet, social media, mobile devices, and the internet of things. These new technologies have empowered, frustrated, educated, and confused patients by making educational materials more widely available and allowing patients to monitor their own vital signs and self-diagnose. Further analysis of these and future technologies is needed in order to provide new approaches to empowerment, reduce mistakes, and improve overall healthcare. Impacts of Information Technology on Patient Care and Empowerment is a critical scholarly resource that delves into patient access to information and the effect that access has on their relationship with healthcare providers and their health outcomes. Featuring a range of topics such as gamification, mobile computing, and risk analysis, this book is ideal for healthcare practitioners, doctors, nurses, surgeons, hospital staff, medical administrators, patient advocates, researchers, academicians, policymakers, and healthcare students.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Author : Milutinovi?, Veljko
Publisher : IGI Global
ISBN 13 : 1799883523
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by : Milutinovi?, Veljko

Download or read book Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms written by Milutinovi?, Veljko and published by IGI Global. This book was released on 2022-03-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Transitioning Healthcare Support in Developing Countries From the US to China: Emerging Research and Opportunities

Author : Eyombo, Leo
Publisher : IGI Global
ISBN 13 : 179984451X
Total Pages : 135 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Transitioning Healthcare Support in Developing Countries From the US to China: Emerging Research and Opportunities by : Eyombo, Leo

Download or read book Transitioning Healthcare Support in Developing Countries From the US to China: Emerging Research and Opportunities written by Eyombo, Leo and published by IGI Global. This book was released on 2021-05-21 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: In terms of healthcare, in both the People’s Republic of China and the United States there have been dramatic changes within the past 60 years. The PRC has evolved to be a superpower and a major player in the international healthcare development arena whereas the USA has struggled to maintain its image as a major builder of soft diplomacy. When it comes to delivering healthcare, Africa is a continent with many developing countries with individualized needs that calls for individualized healthcare plans, and both the PRC and USA have struggled with this relationship. The PRC on one hand has had social conflict with the average African, which has been detrimental to relations, the USA on the other hand, has reduced international development funds and has been in a healthcare crisis of its own. Due to these changes, Africa has essentially become the last battleground for soft power with healthcare being the measuring tool. Transitioning Healthcare Support in Developing Countries From the US to China: Emerging Research and Opportunities explores the history of healthcare in Africa from the 1960s to the COVID-19 (Coronavirus) Pandemic in 2020. This book examines the relationship between the People’s Republic of China (PRC) and the United States of America (USA) in providing healthcare services to Africa and documents the struggles and areas of both success and failure in doing so. The chapters cover issues such as racism in PRC residing in Africa and the USA’s struggle with coronavirus. This book is ideal for government officials, medical personnel, policymakers, international agencies, practitioners, stakeholders, researchers, academicians, and students interested in the relations and healthcare delivery between both the USA and PRC to Africa.

Research Anthology on Mental Health Stigma, Education, and Treatment

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799885992
Total Pages : 1305 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Mental Health Stigma, Education, and Treatment by : Management Association, Information Resources

Download or read book Research Anthology on Mental Health Stigma, Education, and Treatment written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-02-05 with total page 1305 pages. Available in PDF, EPUB and Kindle. Book excerpt: In times of uncertainty and crisis, the mental health of individuals become a concern as added stressors and pressures can cause depression, anxiety, and stress. Today, especially with more people than ever experiencing these effects due to the Covid-19 epidemic and all that comes along with it, discourse around mental health has gained heightened urgency. While there have always been stigmas surrounding mental health, the continued display of these biases can add to an already distressing situation for struggling individuals. Despite the experience of mental health issues becoming normalized, it remains important for these issues to be addressed along with adequate education about mental health so that it becomes normalized and discussed in ways that are beneficial for society and those affected. Along with raising awareness of mental health in general, there should be a continued focus on treatment options, methods, and modes for healthcare delivery. The Research Anthology on Mental Health Stigma, Education, and Treatment explores the latest research on the newest advancements in mental health, best practices and new research on treatment, and the need for education and awareness to mitigate the stigma that surrounds discussions on mental health. The chapters will cover new technologies that are impacting delivery modes for treatment, the latest methods and models for treatment options, how education on mental health is delivered and developed, and how mental health is viewed and discussed. It is a comprehensive view of mental health from both a societal and medical standpoint and examines mental health issues in children and adults from all ethnicities and socio-economic backgrounds and in a variety of professions, including healthcare, emergency services, and the military. This book is ideal for psychologists, therapists, psychiatrists, counsellors, religious leaders, mental health support agencies and organizations, medical professionals, teachers, researchers, students, academicians, mental health practitioners, and more.

Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities

Author : Paul, Dimple Valayil
Publisher : IGI Global
ISBN 13 : 1799837734
Total Pages : 229 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities by : Paul, Dimple Valayil

Download or read book Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities written by Paul, Dimple Valayil and published by IGI Global. This book was released on 2021-01-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main problems that prevent fast and high-quality document processing in electronic document management systems are insufficient and unstructured information, information redundancy, and the presence of large amounts of undesirable user information. The human factor has a significant impact on the efficiency of document search. An average user is not aware of the advanced option of a query language and uses typical queries. Development of a specialized software toolkit intended for information systems and electronic document management systems can be an effective solution of the tasks listed above. Such toolkits should be based on the means and methods of automatic keyword extraction and text classification. The categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last 10 years due to the increased availability of documents in digital form and the ensuing need to organize them. Thus, research on keyword extraction, advancements in the field, and possible future solutions is of great importance in current times. Developing a Keyword Extractor and Document Classifier: Emerging Research and Opportunities presents an information extraction mechanism that can process many kinds of inputs, realize the type of text, and understand the percentage of the keywords that has to be stored. This mechanism then supports information extraction and information categorization mechanisms. This module is used to support a text summarization mechanism, which leads—with the help of the keyword extraction module—to text categorization. It employs lexical and information retrieval techniques to extract phrases from the document text that are likely to characterize it and determines the category of the retrieved text to present a summary to the users. This book is ideal for practitioners, stakeholders, researchers, academicians, and students who are interested in the development of a new keyword extractor and document classifier method.

Foreign Business in China and Opportunities for Technological Innovation and Sustainable Economics

Author : Visvizi, Anna
Publisher : IGI Global
ISBN 13 : 1522589821
Total Pages : 284 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Foreign Business in China and Opportunities for Technological Innovation and Sustainable Economics by : Visvizi, Anna

Download or read book Foreign Business in China and Opportunities for Technological Innovation and Sustainable Economics written by Visvizi, Anna and published by IGI Global. This book was released on 2019-05-03 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Productivity remains the critical determinant of long-term national growth and prosperity. The effects of todays globalism on productivity demands the need for business organizations to sustain their competitive advantage and remain profitable over time. Foreign Business in China and Opportunities for Technological Innovation and Sustainable Economics is a collection of research used to demonstrate state-of-the art approaches of international business and innovation management that shows how new, advanced, international business models and adoptive strategies can expand the sustainability frontiers. This publication serves as a leading reference source on Chinese business, technology, economy, and innovation, and facilitates necessary skills needed to engage with business in or with China. While highlighting topics including e-commerce, foreign trade, and global business, individuals such as students, educators, international business experts, and innovation experts can expand their technical knowledge in the global economy.

Computer-based Medical Guidelines and Protocols: A Primer and Current Trends

Author : A. Ten Teije
Publisher : IOS Press
ISBN 13 : 1607503417
Total Pages : 300 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Computer-based Medical Guidelines and Protocols: A Primer and Current Trends by : A. Ten Teije

Download or read book Computer-based Medical Guidelines and Protocols: A Primer and Current Trends written by A. Ten Teije and published by IOS Press. This book was released on 2008-07-24 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together results from different branches of computer science (in particular, artificial intelligence), medical informatics and medicine to examine cutting edge approaches to computer-based guideline modeling, verification and interpretation. Different methods have been developed to support the development, deployment, maintenance and use of evidence-based guidelines, using techniques from artificial intelligence, software engineering, medical informatics and formal methods. Such methods employ different representation formalisms and computational techniques. As the guideline-related research spans a wide range of research communities, a comprehensive integration of the results of these communities was lacking. It is the intention of this book to fill this gap. It is the first book of its kind that partially has the nature of a textbook. The book consists of two parts. The first part consists of nine chapters which together offer a comprehensive overview of the most important medical and computer-science aspects of clinical guidelines and protocols. The second part of the book consists of chapters that are extended versions of selected papers that were originally submitted to the ECAI-2006 workshop ‘AI Techniques in Health Care: Evidence-based Guidelines and Protocols’. These chapters will provide the reader detailed information about actual research in the area by leading researchers.

Motion Planning in Medicine: Optimization and Simulation Algorithms for Image-Guided Procedures

Author : Ron Alterovitz
Publisher : Springer Science & Business Media
ISBN 13 : 3540692576
Total Pages : 164 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Motion Planning in Medicine: Optimization and Simulation Algorithms for Image-Guided Procedures by : Ron Alterovitz

Download or read book Motion Planning in Medicine: Optimization and Simulation Algorithms for Image-Guided Procedures written by Ron Alterovitz and published by Springer Science & Business Media. This book was released on 2008-07-23 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by Ron Alterovitz and Ken Goldberg, this monograph combines ideas from robotics, physically-based modeling, and operations research to develop new motion planning and optimization algorithms for image-guided medical procedures.

Optimization in Medicine

Author : Carlos J. S. Alves
Publisher : Springer Science & Business Media
ISBN 13 : 0387732993
Total Pages : 195 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Optimization in Medicine by : Carlos J. S. Alves

Download or read book Optimization in Medicine written by Carlos J. S. Alves and published by Springer Science & Business Media. This book was released on 2007-12-20 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a wide range of medical applications that can utilize mathematical computing. This work grew out of a workshop on optimization which was held during the 2005 CIM Thematic Term on Optimization in Coimbra, Portugal. It provides an overview of the state-of-the-art in optimization in medicine and will serve as an excellent reference for researchers in the medical computing community and for those working in applied mathematics and optimization.

Bio-Inspired Optimization Techniques in Blockchain Systems

Author : Vignesh, U.
Publisher : IGI Global
ISBN 13 :
Total Pages : 306 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Bio-Inspired Optimization Techniques in Blockchain Systems by : Vignesh, U.

Download or read book Bio-Inspired Optimization Techniques in Blockchain Systems written by Vignesh, U. and published by IGI Global. This book was released on 2024-01-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic landscape of bioinformatics and blockchain technology, a profound challenge is evident: ensuring secure exchange and analysis of complex biological data while maintaining data integrity and ownership. Traditional methods fall short in seamlessly transferring genomic data, spurring the fusion of blockchain innovation and optimization algorithms as a groundbreaking solution. Biology-Inspired Optimization Techniques in Blockchain Systems directly addresses the data integrity and ownership dilemma in bioinformatics and blockchain. Despite the intricacies of genomic data, blockchain's potential solution faces obstacles like data volume and slow transactions. These challenges are adeptly overcome through optimization algorithms. The book, authored by experts in bioinformatics, blockchain, and optimization, offers a comprehensive guide, showcasing how blockchain architecture and biological data intricacies can harmonize. It provides a blueprint for using blockchain to store genomic variants and aligned reads. This work empowers developers, data scientists, and researchers to overcome technological barriers, redefining the landscape of bioinformatics and beyond.