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Author : Louis P. C. Wong
Publisher :
ISBN 13 : 9781875338153
Total Pages : 52 pages
Book Rating : 4.3/5 (381 download)
Download or read book Data Analysis and Computer Applications for Health Science Students written by Louis P. C. Wong and published by . This book was released on 1993 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Nilanjan Dey
Publisher : Academic Press
ISBN 13 : 0128156368
Total Pages : 342 pages
Book Rating : 4.1/5 (281 download)
Download or read book Healthcare Data Analytics and Management written by Nilanjan Dey and published by Academic Press. This book was released on 2018-11-15 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and analysis of healthcare data. Covers data analysis, management and security concepts and tools in the healthcare domain Highlights electronic medical health records and patient information records Discusses the different techniques to integrate Big data and Internet-of-Things in healthcare, including machine learning and data mining Includes multidisciplinary contributions in relation to healthcare applications and challenges
Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799812057
Total Pages : 2071 pages
Book Rating : 4.7/5 (998 download)
Download or read book Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-12-06 with total page 2071 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines practical applications of healthcare analytics for improved patient care, resource allocation, and medical performance, as well as for diagnosing, predicting, and identifying at-risk populations. Highlighting a range of topics such as data security and privacy, health informatics, and predictive analytics, this multi-volume book is ideally designed for doctors, hospital administrators, nurses, medical professionals, IT specialists, computer engineers, information technologists, biomedical engineers, data-processing specialists, healthcare practitioners, academicians, and researchers interested in current research on the connections between data analytics in the field of medicine.
Author : Sergio Consoli
Publisher : Springer
ISBN 13 : 3030052494
Total Pages : 367 pages
Book Rating : 4.0/5 (3 download)
Download or read book Data Science for Healthcare written by Sergio Consoli and published by Springer. This book was released on 2019-02-23 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book seeks to promote the exploitation of data science in healthcare systems. The focus is on advancing the automated analytical methods used to extract new knowledge from data for healthcare applications. To do so, the book draws on several interrelated disciplines, including machine learning, big data analytics, statistics, pattern recognition, computer vision, and Semantic Web technologies, and focuses on their direct application to healthcare. Building on three tutorial-like chapters on data science in healthcare, the following eleven chapters highlight success stories on the application of data science in healthcare, where data science and artificial intelligence technologies have proven to be very promising. This book is primarily intended for data scientists involved in the healthcare or medical sector. By reading this book, they will gain essential insights into the modern data science technologies needed to advance innovation for both healthcare businesses and patients. A basic grasp of data science is recommended in order to fully benefit from this book.
Author : Poonam Tanwar
Publisher : Emerald Group Publishing
ISBN 13 : 1839090995
Total Pages : 392 pages
Book Rating : 4.8/5 (39 download)
Download or read book Big Data Analytics and Intelligence written by Poonam Tanwar and published by Emerald Group Publishing. This book was released on 2020-09-30 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval.
Author : Chandan K. Reddy
Publisher : CRC Press
ISBN 13 : 148223212X
Total Pages : 756 pages
Book Rating : 4.4/5 (822 download)
Download or read book Healthcare Data Analytics written by Chandan K. Reddy and published by CRC Press. This book was released on 2015-06-23 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available
Author : Xiao-Hua Zhou
Publisher : John Wiley & Sons
ISBN 13 : 1118573641
Total Pages : 260 pages
Book Rating : 4.1/5 (185 download)
Download or read book Applied Missing Data Analysis in the Health Sciences written by Xiao-Hua Zhou and published by John Wiley & Sons. This book was released on 2014-05-19 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Missing Data Analysis in the Health Sciences A modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics With an emphasis on hands-on applications, Applied Missing Data Analysis in the Health Sciences outlines the various statistical methods for the analysis of missing data. The authors acknowledge the limitations of established techniques and provide newly-developed methods with concrete applications in areas such as causal inference. Organized by types of data, chapter coverage begins with an overall introduction to the existence and limitations of missing data and continues into techniques for missing data inference, including likelihood-based, weighted GEE, multiple imputation, and Bayesian methods. The book subsequently covers cross-sectional, longitudinal, hierarchical, survival data. In addition, Applied Missing Data Analysis in the Health Sciences features: Multiple data sets that can be replicated using SAS®, Stata®, R, and WinBUGS software packages Numerous examples of case studies to illustrate real-world scenarios and demonstrate applications of discussed methodologies Detailed appendices to guide readers through the use of the presented data in various software environments Applied Missing Data Analysis in the Health Sciences is an excellent textbook for upper-undergraduate and graduate-level biostatistics courses as well as an ideal resource for health science researchers and applied statisticians.
Author : Magdalena-Benedito, Rafael
Publisher : IGI Global
ISBN 13 : 1466618043
Total Pages : 386 pages
Book Rating : 4.4/5 (666 download)
Download or read book Medical Applications of Intelligent Data Analysis: Research Advancements written by Magdalena-Benedito, Rafael and published by IGI Global. This book was released on 2012-06-30 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
Author : Nageswara Gadiraju Rao
Publisher : Pharmamed Press
ISBN 13 : 9789352300723
Total Pages : 386 pages
Book Rating : 4.3/5 (7 download)
Download or read book Biostatistics and Computer Applications written by Nageswara Gadiraju Rao and published by Pharmamed Press. This book was released on 2019-10-29 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: The combination of Biostatistics and Computer Applications are very much useful for bio-sciences and bioinformatic fields. The book provides both concepts in synoptic view. The first part of the book includes chapters on basic concepts and sampling methods, probability and distributions, correlation and regression, Chi-Square test, analysis of variance, experimental designs and statistical quality control. The second part of the book provides a detailed, yet easy to understand description of the computer fundamentals. Each and every aspect is presented very clearly and logically. This part of book includes chapters on computer and its application history of computer, type of computers, number system, system concept fundamental of operating system, computer languages, networking concept, database management, and C programming. Salient Features All the chapters are written in a lucid manner A chapter on application of computers in pharmaceutical and clinical studies is added.
Author : R. Lakshmana Kumar
Publisher : CRC Press
ISBN 13 : 1000527018
Total Pages : 307 pages
Book Rating : 4.0/5 (5 download)
Download or read book Exploratory Data Analytics for Healthcare written by R. Lakshmana Kumar and published by CRC Press. This book was released on 2021-12-23 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploratory data analysis helps to recognize natural patterns hidden in the data. This book describes the tools for hypothesis generation by visualizing data through graphical representation and provides insight into advanced analytics concepts in an easy way. The book addresses the complete data visualization technologies workflow, explores basic and high-level concepts of computer science and engineering in medical science, and provides an overview of the clinical scientific research areas that enables smart diagnosis equipment. It will discuss techniques and tools used to explore large volumes of medical data and offers case studies that focus on the innovative technological upgradation and challenges faced today. The primary audience for the book includes specialists, researchers, graduates, designers, experts, physicians, and engineers who are doing research in this domain.
Author : Nalin Johri, PhD, MPH
Publisher : Springer Publishing Company
ISBN 13 : 0826150284
Total Pages : 252 pages
Book Rating : 4.8/5 (261 download)
Download or read book Health Services Research and Analytics Using Excel written by Nalin Johri, PhD, MPH and published by Springer Publishing Company. This book was released on 2020-02-01 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your all-in-one resource for quantitative, qualitative, and spatial analyses in Excel® using current real-world healthcare datasets. Health Services Research and Analytics Using Excel® is a practical resource for graduate and advanced undergraduate students in programs studying healthcare administration, public health, and social work as well as public health workers and healthcare managers entering or working in the field. This book provides one integrated, application-oriented resource for common quantitative, qualitative, and spatial analyses using only Excel. With an easy-to-follow presentation of qualitative and quantitative data, students can foster a balanced decision-making approach to financial data, patient statistical data and utilization information, population health data, and quality metrics while cultivating analytical skills that are necessary in a data-driven healthcare world. Whereas Excel is typically considered limited to quantitative application, this book expands into other Excel applications based on spatial analysis and data visualization represented through 3D Maps as well as text analysis using the free add-in in Excel. Chapters cover the important methods and statistical analysis tools that a practitioner will face when navigating and analyzing data in the public domain or from internal data collection at their health services organization. Topics covered include importing and working with data in Excel; identifying, categorizing, and presenting data; setting bounds and hypothesis testing; testing the mean; checking for patterns; data visualization and spatial analysis; interpreting variance; text analysis; and much more. A concise overview of research design also provides helpful background on how to gather and measure useful data prior to analyzing in Excel. Because Excel is the most common data analysis software used in the workplace setting, all case examples, exercises, and tutorials are provided with the latest updates to the Excel software from Office365 ProPlus® and newer versions, including all important “Add-ins” such as 3D Maps, MeaningCloud, and Power Pivots, among others. With numerous practice problems and over 100 step-by-step videos, Health Services Research and Analytics Using Excel® is an extremely practical tool for students and health service professionals who must know how to work with data, how to analyze it, and how to use it to improve outcomes unique to healthcare settings. Key Features: Provides a competency-based analytical approach to health services research using Excel Includes applications of spatial analysis and data visualization tools based on 3D Maps in Excel Lists select sources of useful national healthcare data with descriptions and website information Chapters contain case examples and practice problems unique to health services All figures and videos are applicable to Office365 ProPlus Excel and newer versions Contains over 100 step-by-step videos of Excel applications covered in the chapters and provides concise video tutorials demonstrating solutions to all end-of-chapter practice problems Robust Instructor ancillary package that includes Instructor’s Manual, PowerPoints, and Test Bank
Author : Pantea Keikhosrokiani
Publisher : Academic Press
ISBN 13 : 0323985165
Total Pages : 356 pages
Book Rating : 4.3/5 (239 download)
Download or read book Big Data Analytics for Healthcare written by Pantea Keikhosrokiani and published by Academic Press. This book was released on 2022-05-19 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics and Medical Information Systems presents the valuable use of artificial intelligence and big data analytics in healthcare and medical sciences. It focuses on theories, methods and approaches in which data analytic techniques can be used to examine medical data to provide a meaningful pattern for classification, diagnosis, treatment, and prediction of diseases. The book discusses topics such as theories and concepts of the field, and how big medical data mining techniques and applications can be applied to classification, diagnosis, treatment, and prediction of diseases. In addition, it covers social, behavioral, and medical fake news analytics to prevent medical misinformation and myths. It is a valuable resource for graduate students, researchers and members of biomedical field who are interested in learning more about analytic tools to support their work. Presents theories, methods and approaches in which data analytic techniques are used for medical data Brings practical information on how to use big data for classification, diagnosis, treatment, and prediction of diseases Discusses social, behavioral, and medical fake news analytics for medical information systems
Author : Christophe Lalanne
Publisher : Elsevier
ISBN 13 : 008101175X
Total Pages : 208 pages
Book Rating : 4.0/5 (81 download)
Download or read book Biostatistics and Computer-based Analysis of Health Data using R written by Christophe Lalanne and published by Elsevier. This book was released on 2016-07-13 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biostatistics and Computer-Based Analysis of Health Data Using the R Software addresses the concept that many of the actions performed by statistical software comes back to the handling, manipulation, or even transformation of digital data. It is therefore of primary importance to understand how statistical data is displayed and how it can be exploited by software such as R. In this book, the authors explore basic and variable commands, sample comparisons, analysis of variance, epidemiological studies, and censored data. With proposed applications and examples of commands following each chapter, this book allows readers to apply advanced statistical concepts to their own data and software. Features useful commands for describing a data table composed made up of quantitative and qualitative variables Includes measures of association encountered in epidemiological studies, odds ratio, relative risk, and prevalence Presents an analysis of censored data, the key main tests associated with the construction of a survival curve (log-rank test or Wilcoxon), and the Cox regression model
Author : Elio Spinello
Publisher : Cognella Academic Publishing
ISBN 13 : 9781631899195
Total Pages : pages
Book Rating : 4.8/5 (991 download)
Download or read book Computer Applications for Health Sciences written by Elio Spinello and published by Cognella Academic Publishing. This book was released on 2016-07-26 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Technology for Health Professionals: A Guide to Effective Use and Best Practices bridges the "why" and the "how" of computer technology usage in the fields of healthcare and public health practice. The book provides step-by-step instruction on how to use technology and implement best practices for this use in the real world. Topics include legal issues for computer users in health-related fields, hardware, software, malware, electronic spreadsheets, data visualization, and relational database management using Microsoft Office 2013. The book also addresses health-related research on-line and discerning whether or not information found on the Internet is scientifically valid. Students will also learn about Boolean Logic as applied to databases and online literature searches, choosing and buying software, and Geographic Information Systems. Each chapter features an "Apply Your Knowledge" section with hands-on exercises that allow students to immediately implement target concepts and skills. Computer Technology for Health Professionals is a common sense approach to using both hardware and software. The book is designed for courses in bioinformatics and computer proficiency for health sciences and public health. Practicing professionals can use the text as a refresher or to bolster skills in specific computer applications.
Author :
Publisher : Springer
ISBN 13 : 9783540633518
Total Pages : 628 pages
Book Rating : 4.6/5 (335 download)
Download or read book Handbook of Medical Informatics written by and published by Springer. This book was released on 2002-07-01 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the Handbook is to provide systematic overview of medical and health informatics for health care professionals and for students in medicine and health care, who will be the clinical professionals of the next millennium. Health care professionals will use computers to support patient care, assess the quality of care, and enhance decision making, management, planning, and medical research. Computer-based patient records and electronic communications will be the most visible developments in the years ahead. The Handbook has been written by a host of renowned international authorities in medical and health informatics. The editors took much care that the Handbook would not be merely a collection of separate chapters, but rather would offer a consistent and structured overview.
Author : Edward H. Shortliffe
Publisher : Springer Science & Business Media
ISBN 13 : 1447144740
Total Pages : 970 pages
Book Rating : 4.4/5 (471 download)
Download or read book Biomedical Informatics written by Edward H. Shortliffe and published by Springer Science & Business Media. This book was released on 2013-12-02 with total page 970 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practice of modern medicine and biomedical research requires sophisticated information technologies with which to manage patient information, plan diagnostic procedures, interpret laboratory results, and carry out investigations. Biomedical Informatics provides both a conceptual framework and a practical inspiration for this swiftly emerging scientific discipline at the intersection of computer science, decision science, information science, cognitive science, and biomedicine. Now revised and in its third edition, this text meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Authored by leaders in medical informatics and extensively tested in their courses, the chapters in this volume constitute an effective textbook for students of medical informatics and its areas of application. The book is also a useful reference work for individual readers needing to understand the role that computers can play in the provision of clinical services and the pursuit of biological questions. The volume is organized so as first to explain basic concepts and then to illustrate them with specific systems and technologies.
Author : Pandian Vasant
Publisher : Springer Nature
ISBN 13 : 3030481492
Total Pages : 280 pages
Book Rating : 4.0/5 (34 download)
Download or read book Data Analysis and Optimization for Engineering and Computing Problems written by Pandian Vasant and published by Springer Nature. This book was released on 2020-09-08 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of The EAI International Conference on Computer Science: Applications in Engineering and Health Services (COMPSE 2019). The conference highlighted the latest research innovations and applications of algorithms designed for optimization applications within the fields of Science, Computer Science, Engineering, Information Technology, Management, Finance and Economics and Health Systems. Focusing on a variety of methods and systems as well as practical examples, this conference is a significant resource for post graduate-level students, decision makers, and researchers in both public and private sectors who are seeking research-based methods for modelling uncertain and unpredictable real-world problems.
