Methods in Biomedical Informatics

Written By Indra Neil Sarkar
Methods in Biomedical Informatics
  • Publsiher : Academic Press
  • Release : 03 September 2013
  • ISBN : 0124016847
  • Pages : 592 pages
  • Rating : /5 from reviews
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Download or read book entitled Methods in Biomedical Informatics by author: Indra Neil Sarkar which was release on 03 September 2013 and published by Academic Press with total page 592 pages . This book available in PDF, EPUB and Kindle Format. Beginning with a survey of fundamental concepts associated with data integration, knowledge representation, and hypothesis generation from heterogeneous data sets, Methods in Biomedical Informatics provides a practical survey of methodologies used in biological, clinical, and public health contexts. These concepts provide the foundation for more advanced topics like information retrieval, natural language processing, Bayesian modeling, and learning classifier systems. The survey of topics then concludes with an exposition of essential methods associated with engineering, personalized medicine, and linking of genomic and clinical data. Within an overall context of the scientific method, Methods in Biomedical Informatics provides a practical coverage of topics that is specifically designed for: (1) domain experts seeking an understanding of biomedical informatics approaches for addressing specific methodological needs; or (2) biomedical informaticians seeking an approachable overview of methodologies that can be used in scenarios germane to biomedical research. Contributors represent leading biomedical informatics experts: individuals who have demonstrated effective use of biomedical informatics methodologies in the real-world, high-quality biomedical applications Material is presented as a balance between foundational coverage of core topics in biomedical informatics with practical "in-the-trenches" scenarios. Contains appendices that function as primers on: (1) Unix; (2) Ruby; (3) Databases; and (4) Web Services.

Methods in Biomedical Informatics

Methods in Biomedical Informatics
  • Author : Indra Neil Sarkar
  • Publisher : Academic Press
  • Release Date : 2013-09-03
  • Total pages : 592
  • ISBN : 0124016847
GET BOOK

Summary : Beginning with a survey of fundamental concepts associated with data integration, knowledge representation, and hypothesis generation from heterogeneous data sets, Methods in Biomedical Informatics provides a practical survey of methodologies used in biological, clinical, and public health contexts. These concepts provide the foundation for more advanced topics like information retrieval, ...

Evaluation Methods in Biomedical Informatics

Evaluation Methods in Biomedical Informatics
  • Author : Charles P. Friedman,Jeremy Wyatt
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-01-05
  • Total pages : 386
  • ISBN : 0124016847
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Summary : Heavily updated and revised from the successful first edition Appeals to a wide range of informatics professionals, from students to on-site medical information system administrators Includes case studies and real world system evaluations References and self-tests for feedback and motivation after each chapter Great for teaching purposes, the book is ...

Methods in Medical Informatics

Methods in Medical Informatics
  • Author : Jules J. Berman
  • Publisher : CRC Press
  • Release Date : 2010-09-22
  • Total pages : 413
  • ISBN : 0124016847
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Summary : Too often, healthcare workers are led to believe that medical informatics is a complex field that can only be mastered by teams of professional programmers. This is simply not the case. With just a few dozen simple algorithms, easily implemented with open source programming languages, you can fully utilize the ...

Methods Models and Computation for Medical Informatics

Methods  Models  and Computation for Medical Informatics
  • Author : Gangopadhyay, Aryya
  • Publisher : IGI Global
  • Release Date : 2012-12-31
  • Total pages : 345
  • ISBN : 0124016847
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Summary : Regular developments in technology continue to influence the medical and healthcare fields as they interact with information and computer sciences by methods of acquisition and the storage and retrieval of information. Methods, Models, and Computation for Medical Informatics is a comprehensive collection of research on computational capabilities, prototypes, and algorithms, ...

Deep Learning Techniques for Biomedical and Health Informatics

Deep Learning Techniques for Biomedical and Health Informatics
  • Author : Dr. Basant Agarwal,Valentina E. Balas,Lakhmi C. Jain,Ramesh Chandra Poonia,Manisha Sharma
  • Publisher : Academic Press
  • Release Date : 2020-01-14
  • Total pages : 367
  • ISBN : 0124016847
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Summary : Deep Learning Techniques for Biomedical and Health Informatics provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and ...

Health Informatics Data Analysis

Health Informatics Data Analysis
  • Author : Dong Xu,May D. Wang,Fengfeng Zhou,Yunpeng Cai
  • Publisher : Springer
  • Release Date : 2017-09-08
  • Total pages : 210
  • ISBN : 0124016847
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Summary : 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 ...

Evidence Based Health Informatics

Evidence Based Health Informatics
  • Author : E. Ammenwerth,M. Rigby
  • Publisher : IOS Press
  • Release Date : 2016-05-20
  • Total pages : 388
  • ISBN : 0124016847
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Summary : Health IT is a major field of investment in support of healthcare delivery, but patients and professionals tend to have systems imposed upon them by organizational policy or as a result of even higher policy decision. And, while many health IT systems are efficient and welcomed by their users, and ...

Biomedical Informatics

Biomedical Informatics
  • Author : Edward H. Shortliffe,James J. Cimino
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-12-02
  • Total pages : 965
  • ISBN : 0124016847
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Summary : 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 ...

Optimization and Data Analysis in Biomedical Informatics

Optimization and Data Analysis in Biomedical Informatics
  • Author : Panos M. Pardalos,Thomas F. Coleman,Petros Xanthopoulos
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-08-15
  • Total pages : 200
  • ISBN : 0124016847
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Summary : ​This volume covers some of the topics that are related to the rapidly growing field of biomedical informatics. In June 11-12, 2010 a workshop entitled ‘Optimization and Data Analysis in Biomedical Informatics’ was organized at The Fields Institute. Following this event invited contributions were gathered based on the talks presented at ...

dHealth 2020 Biomedical Informatics for Health and Care

dHealth 2020     Biomedical Informatics for Health and Care
  • Author : G. Schreier,D. Hayn,A. Eggerth
  • Publisher : IOS Press
  • Release Date : 2020-06-24
  • Total pages : 292
  • ISBN : 0124016847
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Summary : Successful digital healthcare depends on the effective flow of a complete chain of information; from the sensor, via multiple steps of processing, to the actuator, which can be anything from a human healthcare professional to a robot. Along this pathway, methods for automating the processing of information, like signal processing, ...

Translational Bioinformatics and Systems Biology Methods for Personalized Medicine

Translational Bioinformatics and Systems Biology Methods for Personalized Medicine
  • Author : Qing Yan
  • Publisher : Academic Press
  • Release Date : 2017-04-18
  • Total pages : 182
  • ISBN : 0124016847
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Summary : Translational Bioinformatics and Systems Biology Methods for Personalized Medicine introduces integrative approaches in translational bioinformatics and systems biology to support the practice of personalized, precision, predictive, preventive, and participatory medicine. Through the description of important cutting-edge technologies in bioinformatics and systems biology, readers may gain an essential understanding of state-of-the-art ...

Predictive Intelligence in Biomedical and Health Informatics

Predictive Intelligence in Biomedical and Health Informatics
  • Author : Rajshree Srivastava,Nhu Gia Nguyen,Ashish Khanna,Siddhartha Bhattacharyya
  • Publisher : Unknown
  • Release Date : 2020-10-12
  • Total pages : 190
  • ISBN : 0124016847
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Summary : Predictive Intelligence in Biomedical and Health Informatics focuses on imaging, computer-aided diagnosis and therapy as well as intelligent biomedical image processing and analysis. It develops computational models, methods and tools for biomedical engineering related to computer-aided diagnostics (CAD), computer-aided surgery (CAS), computational anatomy and bioinformatics. Large volumes of complex data ...

Data Mining in Biomedical Imaging Signaling and Systems

Data Mining in Biomedical Imaging  Signaling  and Systems
  • Author : Sumeet Dua,Rajendra Acharya U
  • Publisher : CRC Press
  • Release Date : 2016-04-19
  • Total pages : 440
  • ISBN : 0124016847
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Summary : Data mining can help pinpoint hidden information in medical data and accurately differentiate pathological from normal data. It can help to extract hidden features from patient groups and disease states and can aid in automated decision making. Data Mining in Biomedical Imaging, Signaling, and Systems provides an in-depth examination of ...

Medical Informatics

Medical Informatics
  • Author : Edward Hance Shortliffe,Leslie E. Perreault
  • Publisher : Springer Verlag
  • Release Date : 2001
  • Total pages : 854
  • ISBN : 0124016847
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Summary : Inspired by a Stamford University training program developed to introduce health professional to computer applications in medical care, "Medical Informatics" provides practitioners, researchers and students with a comprehensive introduction to key topics in computers and medicine....

Signal Processing Techniques for Computational Health Informatics

Signal Processing Techniques for Computational Health Informatics
  • Author : Md Atiqur Rahman Ahad,Mosabber Uddin Ahmed
  • Publisher : Springer Nature
  • Release Date : 2020-10-07
  • Total pages : 334
  • ISBN : 0124016847
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Summary : 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 ...