Introduction To Bioinformatics And Clinical Scientific Computing

Author : Paul S. Ganney
Publisher : CRC Press
Page : 406 pages
File Size : 52,7 Mb
Release : 2022-12-19
Category : Medical
ISBN : 9781000809688

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Introduction to Bioinformatics and Clinical Scientific Computing by Paul S. Ganney Pdf

This textbook provides an introduction to computer science theory, informatics best practice, and the standards and legislation that apply to computing in a healthcare environment. It delivers an accessible discussion of databases (construction, interrogation and maintenance); networking (design and low-level application); programming (best practice rather than the specifics of any one language – design, maintenance, safety). It can be used to accompany the NHS Modernising Scientific Careers syllabus. It is also targeted towards those creating software rather than those using it, particularly computer scientists working in healthcare, specifically those in or close to the Physical Sciences, including radiotherapy, nuclear medicine, and equipment management and those working with genomics and health informatics. Features Combines all topics into one comprehensive introduction. Explores practical applications of theory to healthcare. Can be used to accompany the NHS Modernising Scientific Careers syllabus.

Author : Bryan P. Bergeron
Publisher : Prentice Hall Professional
Page : 472 pages
File Size : 54,8 Mb
Release : 2003
Category : Computers
ISBN : 0131008250

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Bioinformatics Computing by Bryan P. Bergeron Pdf

Comprehensive and concise, this handbook has chapters on computing visualization, large database designs, advanced pattern matching and other key bioinformatics techniques. It is a practical guide to computing in the growing field of Bioinformatics--the study of how information is represented and transmitted in biological systems, starting at the molecular level.

Author : Ronald J.A. Trent
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 40,9 Mb
Release : 2007-12-18
Category : Science
ISBN : 9781588297914

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Clinical Bioinformatics by Ronald J.A. Trent Pdf

With the ever-increasing volume of information in clinical medicine, researchers and health professionals need computer-based storage, processing and dissemination. In this book, leading experts in the field provide a series of articles focusing on software applications used to translate information into outcomes of clinical relevance. This book is the perfect guide for researchers and clinical scientists working in this emerging "omics" era.

Author : Prakash Nadkarni
Publisher : Academic Press
Page : 240 pages
File Size : 42,8 Mb
Release : 2016-04-29
Category : Medical
ISBN : 9780128031452

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Clinical Research Computing by Prakash Nadkarni Pdf

Clinical Research Computing: A Practitioner’s Handbook deals with the nuts-and-bolts of providing informatics and computing support for clinical research. The subjects that the practitioner must be aware of are not only technological and scientific, but also organizational and managerial. Therefore, the author offers case studies based on real life experiences in order to prepare the readers for the challenges they may face during their experiences either supporting clinical research or supporting electronic record systems. Clinical research computing is the application of computational methods to the broad field of clinical research. With the advent of modern digital computing, and the powerful data collection, storage, and analysis that is possible with it, it becomes more relevant to understand the technical details in order to fully seize its opportunities. Offers case studies, based on real-life examples where possible, to engage the readers with more complex examples Provides studies backed by technical details, e.g., schema diagrams, code snippets or algorithms illustrating particular techniques, to give the readers confidence to employ the techniques described in their own settings Offers didactic content organization and an increasing complexity through the chapters

Author : Lazakidou, Athina A.
Publisher : IGI Global
Page : 356 pages
File Size : 42,9 Mb
Release : 2009-11-30
Category : Computers
ISBN : 9781605667690

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Biocomputation and Biomedical Informatics: Case Studies and Applications by Lazakidou, Athina A. Pdf

"This book provides a compendium of terms, definitions, and explanations of concepts, processes, and acronyms"--Provided by publisher.

Author : Edward Curry
Publisher : CRC Press
Page : 311 pages
File Size : 50,5 Mb
Release : 2020-11-02
Category : Mathematics
ISBN : 9781351015301

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Introduction to Bioinformatics with R by Edward Curry Pdf

In biological research, the amount of data available to researchers has increased so much over recent years, it is becoming increasingly difficult to understand the current state of the art without some experience and understanding of data analytics and bioinformatics. An Introduction to Bioinformatics with R: A Practical Guide for Biologists leads the reader through the basics of computational analysis of data encountered in modern biological research. With no previous experience with statistics or programming required, readers will develop the ability to plan suitable analyses of biological datasets, and to use the R programming environment to perform these analyses. This is achieved through a series of case studies using R to answer research questions using molecular biology datasets. Broadly applicable statistical methods are explained, including linear and rank-based correlation, distance metrics and hierarchical clustering, hypothesis testing using linear regression, proportional hazards regression for survival data, and principal component analysis. These methods are then applied as appropriate throughout the case studies, illustrating how they can be used to answer research questions. Key Features: · Provides a practical course in computational data analysis suitable for students or researchers with no previous exposure to computer programming. · Describes in detail the theoretical basis for statistical analysis techniques used throughout the textbook, from basic principles · Presents walk-throughs of data analysis tasks using R and example datasets. All R commands are presented and explained in order to enable the reader to carry out these tasks themselves. · Uses outputs from a large range of molecular biology platforms including DNA methylation and genotyping microarrays; RNA-seq, genome sequencing, ChIP-seq and bisulphite sequencing; and high-throughput phenotypic screens. · Gives worked-out examples geared towards problems encountered in cancer research, which can also be applied across many areas of molecular biology and medical research. This book has been developed over years of training biological scientists and clinicians to analyse the large datasets available in their cancer research projects. It is appropriate for use as a textbook or as a practical book for biological scientists looking to gain bioinformatics skills.

Author : Arvind Kumar Bansal,Javed Iqbal Khan,S. Kaisar Alam
Publisher : CRC Press
Page : 664 pages
File Size : 42,6 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

Author : Edward H. Shortliffe,James J. Cimino
Publisher : Springer Science & Business Media
Page : 970 pages
File Size : 49,5 Mb
Release : 2013-12-02
Category : Medical
ISBN : 9781447144748

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Biomedical Informatics by Edward H. Shortliffe,James J. Cimino Pdf

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 : Zoé Lacroix,Terence Critchlow
Publisher : Academic Press
Page : 466 pages
File Size : 40,6 Mb
Release : 2003-07-18
Category : Computers
ISBN : 9781558608290

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Bioinformatics by Zoé Lacroix,Terence Critchlow Pdf

The heart of the book lies in the collaboration efforts of eight distinct bioinformatics teams that describe their own unique approaches to data integration and interoperability. Each system receives its own chapter where the lead contributors provide precious insight into the specific problems being addressed by the system, why the particular architecture was chosen, and details on the system's strengths and weaknesses. In closing, the editors provide important criteria for evaluating these systems that bioinformatics professionals will find valuable. * Provides a clear overview of the state-of-the-art in data integration and interoperability in genomics, highlighting a variety of systems and giving insight into the strengths and weaknesses of their different approaches.-

Author : Stephen A. Krawetz,David D. Womble
Publisher : Springer Science & Business Media
Page : 776 pages
File Size : 45,7 Mb
Release : 2003-01-31
Category : Computers
ISBN : 1588290646

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Introduction to Bioinformatics by Stephen A. Krawetz,David D. Womble Pdf

CD-ROM contains: chapter illustrations -- full and trial versions of programs.

Author : Naresh Babu Muppalaneni,Maode Ma,Sasikumar Gurumoorthy
Publisher : Springer
Page : 139 pages
File Size : 50,8 Mb
Release : 2018-06-13
Category : Technology & Engineering
ISBN : 9789811300592

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Soft Computing and Medical Bioinformatics by Naresh Babu Muppalaneni,Maode Ma,Sasikumar Gurumoorthy Pdf

This book highlights the applications of soft computing techniques in medical bioinformatics. It reflects the state-of-the-art research in soft computing and bioinformatics, including theory, algorithms, numerical simulations, and error and uncertainty analysis. It also deals with novel applications of new processing techniques in computer science. This book is useful to both students and researchers from computer science and engineering fields.

Author : Basant K. Tiwary
Publisher : Springer Nature
Page : 239 pages
File Size : 52,5 Mb
Release : 2021-11-23
Category : Medical
ISBN : 9789811642418

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Bioinformatics and Computational Biology by Basant K. Tiwary Pdf

This textbook introduces fundamental concepts of bioinformatics and computational biology to the students and researchers in biology, medicine, veterinary science, agriculture, and bioengineering . The respective chapters provide detailed information on biological databases, sequence alignment, molecular evolution, next-generation sequencing, systems biology, and statistical computing using R. The book also presents a case-based discussion on clinical, veterinary, agricultural bioinformatics, and computational bioengineering for application-based learning in the respective fields. Further, it offers readers guidance on reconstructing and analysing biological networks and highlights computational methods used in systems medicine and genome-wide association mapping of diseases. Given its scope, this textbook offers an essential introductory book on bioinformatics and computational biology for undergraduate and graduate students in the life sciences, botany, zoology, physiology, biotechnology, bioinformatics, and genomic science as well as systems biology, bioengineering and the agricultural, and veterinary sciences.

Author : Mario Cannataro,Pietro Hiram Guzzi,Giuseppe Agapito,Chiara Zucco,Marianna Milano
Publisher : Elsevier
Page : 270 pages
File Size : 51,8 Mb
Release : 2022-05-12
Category : Computers
ISBN : 9780128229293

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Artificial Intelligence in Bioinformatics by Mario Cannataro,Pietro Hiram Guzzi,Giuseppe Agapito,Chiara Zucco,Marianna Milano Pdf

Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more. Bridges the gap between computer science and bioinformatics, combining an introduction to Artificial Intelligence methods with a systematic review of its applications in the life sciences Brings readers up-to-speed on current trends and methods in a dynamic and growing field Provides academic teachers with a complete resource, covering fundamental concepts as well as applications

Author : Sunjoo Kang,Melody Goodman,Harshad Thakur
Publisher : Frontiers Media SA
Page : 149 pages
File Size : 47,5 Mb
Release : 2022-12-26
Category : Medical
ISBN : 9782832509685

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An Insight into University Medical and Health Science Courses by Sunjoo Kang,Melody Goodman,Harshad Thakur Pdf

Author : Anonim
Publisher : Academic Press
Page : 254 pages
File Size : 46,8 Mb
Release : 2021-05-13
Category : Business & Economics
ISBN : 9780323898904

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Translational Bioinformatics in Healthcare and Medicine by Anonim Pdf

Translational Bioinformatics in Healthcare and Medicine offers an overview of main principles of bioinformatics, biological databases, clinical informatics, health informatics, viroinformatics and real-case applications of translational bioinformatics in healthcare. Written by experts from both technology and clinical sides, the content brings together essential knowledge to make the best of recent advancements of the field. The book discusses topics such as next generation sequence analysis, genomics in clinical care, IoT applications, blockchain technology, patient centered interoperability of EHR, health data mining, and translational bioinformatics methods for drug discovery and drug repurposing. In addition, it discusses the role of bioinformatics in cancer research and viroinformatics approaches to counter viral diseases through informatics. This is a valuable resource for bioinformaticians, clinicians, healthcare professionals, graduate students and several members of biomedical field who are interested in learning more about how bioinformatics can impact in their research and practice. Covers recent advancements in translational bioinformatics and its healthcare applications Discusses integrative and multidisciplinary approaches to U-healthcare systems development and management Bridges the gap among various knowledge domains in the field, integrating both technological and clinical knowledge into practical content