Introduction To Computational Health Informatics

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Introduction to Computational Health Informatics

Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam
Introduction to Computational Health Informatics Book PDF

Author : Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam
Publisher : CRC Press
Page : 664 pages
File Size : 50,9 Mb
Release : 2020-01-08
Category : Medical
ISBN : 9781000761597

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Introduction to Computational Health Informatics by Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam Pdf

This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development

Health Informatics

Evelyn J. S. Hovenga
Health Informatics Book PDF

Author : Evelyn J. S. Hovenga
Publisher : IOS Press
Page : 520 pages
File Size : 49,7 Mb
Release : 2010
Category : Medical
ISBN : 9781607500926

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Health Informatics by Evelyn J. S. Hovenga Pdf

This second, extensively revised and updated edition of Health Informatics: An Overview includes new topics which address contemporary issues and challenges and shift the focus on the health problem space towards a computer perspective.

An Introduction to Healthcare Informatics

Peter Mccaffrey
An Introduction to Healthcare Informatics Book PDF

Author : Peter Mccaffrey
Publisher : Academic Press
Page : 342 pages
File Size : 49,9 Mb
Release : 2020-07-29
Category : Medical
ISBN : 9780128149164

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An Introduction to Healthcare Informatics by Peter Mccaffrey Pdf

An Introduction to Healthcare Informatics: Building Data-Driven Tools bridges the gap between the current healthcare IT landscape and cutting edge technologies in data science, cloud infrastructure, application development and even artificial intelligence. Information technology encompasses several rapidly evolving areas, however healthcare as a field suffers from a relatively archaic technology landscape and a lack of curriculum to effectively train its millions of practitioners in the skills they need to utilize data and related tools. The book discusses topics such as data access, data analysis, big data current landscape and application architecture. Additionally, it encompasses a discussion on the future developments in the field. This book provides physicians, nurses and health scientists with the concepts and skills necessary to work with analysts and IT professionals and even perform analysis and application architecture themselves. Presents case-based learning relevant to healthcare, bringing each concept accompanied by an example which becomes critical when explaining the function of SQL, databases, basic models etc. Provides a roadmap for implementing modern technologies and design patters in a healthcare setting, helping the reader to understand both the archaic enterprise systems that often exist in hospitals as well as emerging tools and how they can be used together Explains healthcare-specific stakeholders and the management of analytical projects within healthcare, allowing healthcare practitioners to successfully navigate the political and bureaucratic challenges to implementation Brings diagrams for each example and technology describing how they operate individually as well as how they fit into a larger reference architecture built upon throughout the book

Computational Intelligence and Healthcare Informatics

Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski
Computational Intelligence and Healthcare Informatics Book PDF

Author : Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski
Publisher : John Wiley & Sons
Page : 434 pages
File Size : 44,8 Mb
Release : 2021-10-19
Category : Computers
ISBN : 9781119818687

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Computational Intelligence and Healthcare Informatics by Om Prakash Jena,Alok Ranjan Tripathy,Ahmed A. Elngar,Zdzislaw Polkowski Pdf

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.

Introduction to Health Informatics, Second Edition

Christo El Morr
Introduction to Health Informatics Second Edition Book PDF

Author : Christo El Morr
Publisher : Canadian Scholars
Page : 378 pages
File Size : 40,7 Mb
Release : 2023-05-29
Category : Medical
ISBN : 9781773383538

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Introduction to Health Informatics, Second Edition by Christo El Morr Pdf

The first resource of its kind, Introduction to Health Informatics examined the effects of health informatics on healthcare practitioners, patients, and policies from a distinctly Canadian perspective. This second edition has been thoroughly updated to reflect current trends and innovations in health informatics and includes new figures, charts, tables, and web links. In this text, author Christo El Morr presents the subject of health informatics in an accessible, concise way, breaking the topic down into 12 chapters divided into 3 sections. Each chapter includes objectives, key terms, which are defined in a full glossary at the end of the text, and a “Test Your Understanding” section for student review. The second edition also features 15% brand new content, with a full chapter on analytics, machine learning, and AI for health, as well as information on virtual care, mHealth apps, COVID-19 responses, adoption of EHR across provinces, clinical informatics, and precisions medicine. Packed with pedagogical features and updated instructor supplements, this text is a vital resource for students, instructors, and practitioners in health informatics, health management, and health policy. FEATURES: - Takes a uniquely Canadian perspective on health informatics - Contains 15 percent new content on topics such as virtual care, mHealth apps, COVID-19 responses, adoption of EHR across provinces, clinical informatics, and precisions medicine - Updated instructor supplements, including PowerPoint slides and a test bank

Guide to Health Informatics

Enrico Coiera
Guide to Health Informatics Book PDF

Author : Enrico Coiera
Publisher : CRC Press
Page : 710 pages
File Size : 53,9 Mb
Release : 2015-03-06
Category : Medical
ISBN : 9781444170504

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Guide to Health Informatics by Enrico Coiera Pdf

This essential text provides a readable yet sophisticated overview of the basic concepts of information technologies as they apply in healthcare. Spanning areas as diverse as the electronic medical record, searching, protocols, and communications as well as the Internet, Enrico Coiera has succeeded in making this vast and complex area accessible an

Introduction to Health Informatics

Christo El Morr
Introduction to Health Informatics Book PDF

Author : Christo El Morr
Publisher : Unknown
Page : 0 pages
File Size : 53,9 Mb
Release : 2018-09
Category : MEDICAL
ISBN : 1773380001

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Introduction to Health Informatics by Christo El Morr Pdf

The first of its kind, this engaging textbook unpacks health informatics from a uniquely Canadian perspective. With a bottom up approach, author Christo El Morr identifies how health informatics influences and affects a range of Canadian healthcare stakeholders including populations, patients, doctors, nurses, managers, clinicians, and governments. Presented in a clear and concise way, section one equips students with an overview of health informatics building blocks: computers, networks, databases, and user interfaces. Section two details major health informatics systems: picture archiving, communication systems, data warehousing, and business intelligence. Finally, section three explores challenges with privacy, confidentiality, security, and emerging trends such as big data, gamification, and wearable technologies. Packed with key terms, reflection activities, quizzes, a test bank, and assignments, this comprehensive introductory textbook is an invaluable read for undergraduate students, educators, and practitioners in the health informatics, health management, health policy, or global health fields.

Health Informatics Data Analysis

Dong Xu,May D. Wang,Fengfeng Zhou,Yunpeng Cai
Health Informatics Data Analysis Book PDF

Author : Dong Xu,May D. Wang,Fengfeng Zhou,Yunpeng Cai
Publisher : Springer
Page : 210 pages
File Size : 55,8 Mb
Release : 2017-09-08
Category : Medical
ISBN : 9783319449814

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Health Informatics Data Analysis by Dong Xu,May D. Wang,Fengfeng Zhou,Yunpeng Cai Pdf

This book provides a comprehensive overview of different biomedical data types, including both clinical and genomic data. Thorough explanations enable readers to explore key topics ranging from electrocardiograms to Big Data health mining and EEG analysis techniques. Each chapter offers a summary of the field and a sample analysis. Also covered are telehealth infrastructure, healthcare information association rules, methods for mass spectrometry imaging, environmental biodiversity, and the global nonlinear fitness function for protein structures. Diseases are addressed in chapters on functional annotation of lncRNAs in human disease, metabolomics characterization of human diseases, disease risk factors using SNP data and Bayesian methods, and imaging informatics for diagnostic imaging marker selection. With the exploding accumulation of Electronic Health Records (EHRs), there is an urgent need for computer-aided analysis of heterogeneous biomedical datasets. Biomedical data is notorious for its diversified scales, dimensions, and volumes, and requires interdisciplinary technologies for visual illustration and digital characterization. Various computer programs and servers have been developed for these purposes by both theoreticians and engineers. This book is an essential reference for investigating the tools available for analyzing heterogeneous biomedical data. It is designed for professionals, researchers, and practitioners in biomedical engineering, diagnostics, medical electronics, and related industries.

Health Informatics: Practical Guide for Healthcare and Information Technology Professionals (Sixth Edition)

Robert E. Hoyt,Ann K. Yoshihashi
Health Informatics Practical Guide for Healthcare and Information Technology Professionals Sixth Edition Book PDF

Author : Robert E. Hoyt,Ann K. Yoshihashi
Publisher : Lulu.com
Page : 535 pages
File Size : 53,9 Mb
Release : 2014
Category : Computers
ISBN : 9781304791108

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Health Informatics: Practical Guide for Healthcare and Information Technology Professionals (Sixth Edition) by Robert E. Hoyt,Ann K. Yoshihashi Pdf

Health Informatics (HI) focuses on the application of Information Technology (IT) to the field of medicine to improve individual and population healthcare delivery, education and research. This extensively updated fifth edition reflects the current knowledge in Health Informatics and provides learning objectives, key points, case studies and references.

Introduction to Health Informatics

Christo El Morr
Introduction to Health Informatics Book PDF

Author : Christo El Morr
Publisher : Canadian Scholars’ Press
Page : 358 pages
File Size : 55,5 Mb
Release : 2018-08-15
Category : Social Science
ISBN : 9781773380001

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Introduction to Health Informatics by Christo El Morr Pdf

Introduction to Health Informatics is the first book to examine health informatics within the Canadian healthcare environment. Presenting concepts and applications of health informatics in a clear and structured way, the author considers key foundational topics including computers and networks, databases and information systems, system analysis and design, and usability. After introducing students to the building blocks of the field, Christo El Morr explores information systems in hospitals, telemedicine, consumer health informatics, public health informatics, and electronic health records. The text wraps up with a discussion of privacy, confidentiality, security challenges, and emerging trends such as big data analytics, gamification, and wearable devices. The chapters present a wealth of learning tools, including key terms, questions that test the reader’s understanding, reflective activities, and practical assignments that make use of free software. Shedding light on current issues and the intricacies involved in health informatics in Canada, each chapter provides examples of provincial and territorial projects and features an interview with a health informatics professional about real-life applications. Identifying how information technologies influence and affect a range of Canadian healthcare stakeholders, this comprehensive overview is an invaluable read for students in the health informatics, health management, health policy, and global health fields.

Smart Computational Intelligence in Biomedical and Health Informatics

Taylor & Francis Group
Smart Computational Intelligence in Biomedical and Health Informatics Book PDF

Author : Taylor & Francis Group
Publisher : CRC Press
Page : 216 pages
File Size : 42,6 Mb
Release : 2021-08-26
Category : Electronic
ISBN : 0367624125

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Smart Computational Intelligence in Biomedical and Health Informatics by Taylor & Francis Group Pdf

Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-art innovations, research, design, and implementation of methodological and algorithmic solutions to data processing problems, designing, including analysis of evolving trends in health informatics and computer-aided diagnosis. Further, it describes practical, applications-led research on the use of methods and devices in clinical diagnosis, disease prevention, patient monitoring and management. It covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences. Covers evolutionary approaches to solve optimization problems in biomedical engineering. Discusses IoT, Cloud computing, data analytics in healthcare informatics. Provides computational intelligence-based solution for diagnosis of diseases. Reviews modelling and simulations in designing of biomedical equipment. Promotes machine learning based approaches to improvements in biomedical engineering problems. This book is aimed at researchers, graduate students in healthcare, biomedical engineering, health informatics, computational intelligence, and machine learning.

Signal Processing Techniques for Computational Health Informatics

Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed
Signal Processing Techniques for Computational Health Informatics Book PDF

Author : Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed
Publisher : Springer Nature
Page : 347 pages
File Size : 45,7 Mb
Release : 2020-10-07
Category : Technology & Engineering
ISBN : 9783030549329

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Signal Processing Techniques for Computational Health Informatics by Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed Pdf

This book focuses on signal processing techniques used in computational health informatics. As computational health informatics is the interdisciplinary study of the design, development, adoption and application of information and technology-based innovations, specifically, computational techniques that are relevant in health care, the book covers a comprehensive and representative range of signal processing techniques used in biomedical applications, including: bio-signal origin and dynamics, sensors used for data acquisition, artefact and noise removal techniques, feature extraction techniques in the time, frequency, time–frequency and complexity domain, and image processing techniques in different image modalities. Moreover, it includes an extensive discussion of security and privacy challenges, opportunities and future directions for computational health informatics in the big data age, and addresses the incorporation of recent techniques from the areas of artificial intelligence, deep learning and human–computer interaction. The systematic analysis of the state-of-the-art techniques covered here helps to further our understanding of the physiological processes involved and expandour capabilities in medical diagnosis and prognosis. In closing, the book, the first of its kind, blends state-of-the-art theory and practices of signal processing techniques inthe health informatics domain with real-world case studies building on those theories. As a result, it can be used as a text for health informatics courses to provide medics with cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector to some of the most exciting computational ideas that paved the way for the development of computational health informatics.

Advanced Computational Intelligence in Healthcare-7

Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain
Advanced Computational Intelligence in Healthcare 7 Book PDF

Author : Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain
Publisher : Springer Nature
Page : 169 pages
File Size : 43,7 Mb
Release : 2020-03-23
Category : Technology & Engineering
ISBN : 9783662611142

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Advanced Computational Intelligence in Healthcare-7 by Ilias Maglogiannis,Sheryl Brahnam,Lakhmi C. Jain Pdf

This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.

Smart Computational Intelligence in Biomedical and Health Informatics

Amit Kumar Manocha,Mandeep Singh,Shruti Jain,Vishal Jain
Smart Computational Intelligence in Biomedical and Health Informatics Book PDF

Author : Amit Kumar Manocha,Mandeep Singh,Shruti Jain,Vishal Jain
Publisher : CRC Press
Page : 202 pages
File Size : 52,6 Mb
Release : 2021-09-27
Category : Computers
ISBN : 9781000434378

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Smart Computational Intelligence in Biomedical and Health Informatics by Amit Kumar Manocha,Mandeep Singh,Shruti Jain,Vishal Jain Pdf

Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical diagnosis, disease prevention, and patient monitoring and management. It also covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences. FEATURES Covers evolutionary approaches to solve optimization problems in biomedical engineering Discusses IoT, Cloud computing, and data analytics in healthcare informatics Provides computational intelligence-based solution for diagnosis of diseases Reviews modelling and simulations in designing of biomedical equipment Promotes machine learning-based approaches to improvements in biomedical engineering problems This book is for researchers, graduate students in healthcare, biomedical engineers, and those interested in health informatics, computational intelligence, and machine learning.

Signal Processing Techniques for Computational Health Informatics

Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed
Signal Processing Techniques for Computational Health Informatics Book PDF

Author : Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed
Publisher : Springer
Page : 334 pages
File Size : 50,9 Mb
Release : 2020-12-26
Category : Technology & Engineering
ISBN : 3030549313

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Signal Processing Techniques for Computational Health Informatics by Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed Pdf

This book focuses on signal processing techniques used in computational health informatics. As computational health informatics is the interdisciplinary study of the design, development, adoption and application of information and technology-based innovations, specifically, computational techniques that are relevant in health care, the book covers a comprehensive and representative range of signal processing techniques used in biomedical applications, including: bio-signal origin and dynamics, sensors used for data acquisition, artefact and noise removal techniques, feature extraction techniques in the time, frequency, time–frequency and complexity domain, and image processing techniques in different image modalities. Moreover, it includes an extensive discussion of security and privacy challenges, opportunities and future directions for computational health informatics in the big data age, and addresses the incorporation of recent techniques from the areas of artificial intelligence, deep learning and human–computer interaction. The systematic analysis of the state-of-the-art techniques covered here helps to further our understanding of the physiological processes involved and expandour capabilities in medical diagnosis and prognosis. In closing, the book, the first of its kind, blends state-of-the-art theory and practices of signal processing techniques inthe health informatics domain with real-world case studies building on those theories. As a result, it can be used as a text for health informatics courses to provide medics with cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector to some of the most exciting computational ideas that paved the way for the development of computational health informatics.