Computational intelligence in healthcare applications,
Автор: Ranganathan Shoba Название: Encyclopedia of Bioinformatics and Computational Biology ISBN: 0128114142 ISBN-13(EAN): 9780128114148 Издательство: Elsevier Science Рейтинг: Цена: 1768530.00 T Наличие на складе: Поставка под заказ. Описание:
Bioinformatics and Computational Biology (BCB) combine elements of computer science, information technology, mathematics, statistics, and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. In the era of molecular diagnostics, targeted drug design and Big Data for personalized medicine, computational methods for data analysis are essential for biochemistry, biology, biotechnology, pharmacology, biomedical science and computer science as well mathematics and statistics.
Navigating the maze of confusing and often contradictory jargon combined with a plethora of software tools is often confusing for students and researchers alike. This comprehensive and unique resource provides up-to-date theory and application content to address molecular data analysis requirements, with precise definition of terminology, and lucid explanations by experts.
This Encyclopedia comprises three sections, covering Theory, Topics and Applications, with a special focus on Integrative -omics and Systems Biology. The theoretical methodology underpinning BCB are described in the Theory section, with Topics covering traditional areas such as phylogeny, as well as more recent areas such as translational bioinformatics, cheminformatics and environmental informatics. Finally, Applications provides guidance for commonly asked "how to" questions.
Bioinformatics and Computational Biology are essential for making sense of the molecular data from many modern high-throughput studies of mice and men, as well as key model organisms and pathogens. This MRW spans basics to cutting-edge methodologies, authored by leaders in the field, providing an invaluable resource to students as well as scientists, in academia and research institutes as well as biotechnology, biomedical and pharmaceutical industries.
Interdisciplinary and comprehenisve: this work unifies the myriad of computer science, information technology, mathematics, statistics and biotechnology terms and concepts used by scientists working in bioinformatics and computational biology. Written and reviewed by leading experts in the field, it is a unique and authoritative resource
Educational: this work focuses on the main theoretical and methodological concepts before expanding on specific topics and applications. As such, it is accessible to scientists with different backgrounds and provides an invaluable teaching resource
Enhanced content: interactive images, multimedia tools and cross-linking to further resources and databases allow the interested reader to deepen his understanding of specific topics, and find relevant codes and open resources
Автор: Tomasz G. Smolinski; Mariofanna G. Milanova; Aboul Название: Computational Intelligence in Biomedicine and Bioinformatics ISBN: 354070776X ISBN-13(EAN): 9783540707769 Издательство: Springer Рейтинг: Цена: 204040.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Offers an overview of the methodologies that are utilized for biomedicine and/or bioinformatics-oriented applications. This work also includes contributions from researchers applying computational intelligence techniques to important problems in biomedicine and bioinformatics.
Автор: Johri, Prashant Название: Computational Intelligence And Its Applications In Healthcare ISBN: 0128206047 ISBN-13(EAN): 9780128206041 Издательство: Elsevier Science Рейтинг: Цена: 149340.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Computational intelligence is the study of the design of intelligent agents. An intelligent agent is a system that acts intelligently - it does what it thinks appropriate for its circumstances and its goal, it is flexible to changing environments and changing goals, it learns from experience, and it makes appropriate choices given perceptual limitations and finite computation. Computational intelligence paradigms offer many advantages in maintaining and enhancing the field of healthcare. Computational Intelligence and Its Applications in Healthcare presents rapidly growing application areas of computational intelligence to healthcare systems, including intelligent synthetic characters, man-machine interface, menu generators, analysis of user acceptance, pictures archiving and communication systems.
Автор: Sujata Dash, Bidyadhar Subudhi Название: Handbook of Research on Computational Intelligence Applications in Bioinformatics ISBN: 1522504273 ISBN-13(EAN): 9781522504276 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 192280.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Examines emergent research in handling real-world problems through the application of various computation technologies and techniques. Featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing, this publication is a reference source for graduate students, professionals, academics, and researchers.
Автор: Chi Hau Chen Название: Computational Intelligence And Image Processing In Medical Applications ISBN: 9811257442 ISBN-13(EAN): 9789811257445 Издательство: World Scientific Publishing Рейтинг: Цена: 105600.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment.This comprehensive compendium provides not only updated advances of computational intelligence and image processing in the detection and treatment of Covid-19, but also other medical applications such as in cancer detection and cardiovascular diseases, etc. More traditional approaches such as 2D segmentation and 3D reconstruction are included.The useful reference text is an updated version of the edited title, Computer Vision in Medical Imaging (World Scientific, 2014) and its companion volume, Frontiers of Medical Imaging (World Scientific, 2015). The book is written for engineers, scientists and the medical community to meet the increased challenges in medical applications.
Автор: Bohr, Adam Название: Artificial Intelligence In Healthcare ISBN: 0128184388 ISBN-13(EAN): 9780128184387 Издательство: Elsevier Science Рейтинг: Цена: 110030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Artificial Intelligence in Healthcare Data is more than a comprehensive introduction to artificial intelligence and machine learning. The book is split into two sections with an introduction to current healthcare data challenges that is followed by specific applications and case studies. The editors explore how AI is used as a tool in the analysis of healthcare data, specifically focusing on machine learning, deep learning, natural language processing. data privacy, cybersecurity and the ethics. Other sections explore how AI tools can help to interrogate data across a range of healthcare applications, including AI driven wearables and sensors and AI assisted surgery.
This book will be useful for researchers, graduate students and practitioners in computer science, data science, bioinformatics, health informatics, biomedical engineering and clinical engineering.
Автор: Jena Om Prakash, Tripathy Alok Ranjan, Elngar Ahmed A. Название: Computational Intelligence and Healthcare Informatics ISBN: 1119818680 ISBN-13(EAN): 9781119818687 Издательство: Wiley Рейтинг: Цена: 197420.00 T Наличие на складе: Поставка под заказ. Описание: COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS
The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis.
Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments.
This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis.
Audience
The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system.
Автор: Galitsky Boris, Goldberg Saveli Название: Artificial Intelligence for Healthcare Applications and Management ISBN: 0128245212 ISBN-13(EAN): 9780128245217 Издательство: Elsevier Science Рейтинг: Цена: 129130.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Artificial Intelligence for Healthcare Applications and Managementintroduces 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.
Автор: Francesco Masulli; Roberto Tagliaferri; Gennady M. Название: Computational Intelligence Methods for Bioinformatics and Biostatistics ISBN: 364202503X ISBN-13(EAN): 9783642025037 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Fifth International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2008, held in Vietri sul Mare, Italy, in October 2008.
Автор: Tomasz G. Smolinski; Mariofanna G. Milanova; Aboul Название: Computational Intelligence in Biomedicine and Bioinformatics ISBN: 3642089690 ISBN-13(EAN): 9783642089695 Издательство: Springer Рейтинг: Цена: 204040.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The purpose of this book is to provide an overview of state-of-the-art methodologies currently utilized for biomedicine and/or bioinformatics-oriented applications. Researchers working in these fields will learn new methods to help tackle their problems.
Автор: Tsai Jeffrey J P & Ng Ka-Lok Название: Computational Methods With Applications In Bioinformatics Analysis ISBN: 9813207973 ISBN-13(EAN): 9789813207974 Издательство: World Scientific Publishing Рейтинг: Цена: 90810.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms.
The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics.
The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals.
Автор: Naresh Babu Muppalaneni; Vinit Kumar Gunjan Название: Computational Intelligence Techniques for Comparative Genomics ISBN: 9812873376 ISBN-13(EAN): 9789812873378 Издательство: Springer Рейтинг: Цена: 51230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This Brief highlights Informatics and related techniques to Computer Science Professionals, Engineers, Medical Doctors, Bioinformatics researchers and other interdisciplinary researchers. Chapters include the Bioinformatics of Diabetes and several computational algorithms and statistical analysis approach to effectively study the disorders and possible causes along with medical applications.
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