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Author : Nataša Pržulj
Publisher : Cambridge University Press
Page : 647 pages
File Size : 12,37 MB
Release : 2019-03-28
Category : Language Arts & Disciplines
ISBN : 1108432239
Introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, using real-world biological and medical examples.
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Page : 0 pages
File Size : 40,20 MB
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Author : Michael C. Whitlock
Publisher : Macmillan Higher Education
Page : 2074 pages
File Size : 32,72 MB
Release : 2019-11-22
Category : Mathematics
ISBN : 1319226299
The Analysis of Biological Data provides students with a practical foundation of statistics for biology students. Every chapter has several biological or medical examples of key concepts, and each example is prefaced by a substantial description of the biological setting. The emphasis on real and interesting examples carries into the problem sets where students have dozens of practice problems based on real data. The third edition features over 200 new examples and problems. These include new calculation practice problems, which guide the student step by step through the methods, and a greater number of examples and topics come from medical and human health research. Every chapter has been carefully edited for even greater clarity and ease of use. All the data sets, R scripts for all worked examples in the book, as well as many other teaching resources, are available to qualified instructors (see below).
Author : Wang, Baoying
Publisher : IGI Global
Page : 552 pages
File Size : 14,70 MB
Release : 2014-10-31
Category : Computers
ISBN : 1466666129
As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.
Author : José María Barreiro
Publisher : Springer Science & Business Media
Page : 519 pages
File Size : 24,84 MB
Release : 2004-11-18
Category : Computers
ISBN : 3540239642
This book constitutes the refereed proceedings of the 5th International Symposium on Biological and Medical Data Analysis, ISBMDA 2004, held in Barcelona, Spain in November 2004. The 50 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on data analysis for image processing, data visualization, decision support systems, information retrieval, knowledge discovery and data mining, statistical methods and tools, time series analysis, data management and analysis in bioinformatics, integration of biological and medical data, metabolic data and pathways, and microarray data analysis and visualization.
Author : José Luis Oliveira
Publisher : Springer Science & Business Media
Page : 413 pages
File Size : 33,15 MB
Release : 2005-11-04
Category : Computers
ISBN : 3540296743
This book constitutes the refereed proceedings of the 6th International Symposium on Biological and Medical Data Analysis, ISBMDA 2005, held in Aveiro, Portugal, in November 2005. The 39 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on medical databases and information systems, data analysis and image processing, knowledge discovery and data mining, statistical methods and tools for biomedical data analysis, decision support systems, collaborative systems in biomedical informatics, as well as computational models, structural analysis, and microarray data analysis in the scope of bioinformatics.
Author : Gregg Hartvigsen
Publisher : Columbia University Press
Page : 245 pages
File Size : 49,71 MB
Release : 2014-02-18
Category : Education
ISBN : 0231537042
R is the most widely used open-source statistical and programming environment for the analysis and visualization of biological data. Drawing on Gregg Hartvigsen's extensive experience teaching biostatistics and modeling biological systems, this text is an engaging, practical, and lab-oriented introduction to R for students in the life sciences. Underscoring the importance of R and RStudio in organizing, computing, and visualizing biological statistics and data, Hartvigsen guides readers through the processes of entering data into R, working with data in R, and using R to visualize data using histograms, boxplots, barplots, scatterplots, and other common graph types. He covers testing data for normality, defining and identifying outliers, and working with non-normal data. Students are introduced to common one- and two-sample tests as well as one- and two-way analysis of variance (ANOVA), correlation, and linear and nonlinear regression analyses. This volume also includes a section on advanced procedures and a chapter introducing algorithms and the art of programming using R.
Author : Nicos Maglaveras
Publisher : Springer Science & Business Media
Page : 507 pages
File Size : 22,54 MB
Release : 2006-11-27
Category : Medical
ISBN : 3540680632
This book constitutes the refereed proceedings of the 7th International Symposium on Biological and Medical Data Analysis, ISBMDA 2006, held in Thessaloniki, Greece, December 2006. Coverage in this volume includes functional genomics, sequence analysis, biomedical models, information modeling, biomedical signal processing, biomedical image analysis, biomedical data analysis, as well as decision support systems and diagnostic tools.
Author : Information Resources Management Association
Publisher : Medical Information Science Reference
Page : 2250 pages
File Size : 19,44 MB
Release : 2019-11-18
Category :
ISBN : 9781799812043
""This book 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"--
Author : Richard J. Cook
Publisher : Springer Science & Business Media
Page : 415 pages
File Size : 22,44 MB
Release : 2007-08-02
Category : Medical
ISBN : 0387698094
This book presents models and statistical methods for the analysis of recurrent event data. The authors provide broad, detailed coverage of the major approaches to analysis, while emphasizing the modeling assumptions that they are based on. More general intensity-based models are also considered, as well as simpler models that focus on rate or mean functions. Parametric, nonparametric and semiparametric methodologies are all covered, with procedures for estimation, testing and model checking.