Methods in Biomedical Informatics

Book Methods in Biomedical Informatics Cover

Read or download book entitled Methods in Biomedical Informatics written by Indra Neil Sarkar and published by Academic Press in PDF, EPUB and Kindle Format. Click Get This Book button to download or read online books. Join over 650.000 happy Readers and READ as many books as you like. We cannot guarantee that Methods in Biomedical Informatics book is available in the library.

  • Publisher : Academic Press
  • Release : 03 September 2013
  • ISBN : 9780124016842
  • Page : 592 pages
  • Rating : 4.5/5 from 103 voters

Download Methods in Biomedical Informatics in PDF, Epub and Kindle

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.

GET THIS BOOK

Methods in Biomedical Informatics

Methods in Biomedical Informatics
  • Author : Indra Neil Sarkar
  • Publisher : Academic Press
  • Release Date : 2013-09-03
  • ISBN : 9780124016842
GET THIS BOOKMethods in Biomedical Informatics

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

Evaluation Methods in Medical Informatics

Evaluation Methods in Medical Informatics
  • Author : Charles P. Friedman,Jeremy C. Wyatt
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-14
  • ISBN : 9781475726855
GET THIS BOOKEvaluation Methods in Medical Informatics

As director of a training program in medical informatics, I have found that one of the most frequent inquiries from graduate students is, "Although I am happy with my research focus and the work I have done, how can I design and carry out a practical evaluation that proves the value of my contribution?" Informatics is a multifaceted, interdisciplinary field with research that ranges from theoretical developments to projects that are highly applied and intended for near-term use in clinical

Deep Learning Techniques for Biomedical and Health Informatics

Deep Learning Techniques for Biomedical and Health Informatics
  • Author : Basant Agarwal,Valentina Emilia Balas,Lakhmi C. Jain,Ramesh Chandra Poonia,Manisha Sharma
  • Publisher : Academic Press
  • Release Date : 2020-01-14
  • ISBN : 9780128190623
GET THIS BOOKDeep Learning Techniques for Biomedical and Health Informatics

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 practitioners will find it very useful. Chapters go from basic methodology to advanced methods, including detailed descriptions of proposed approaches and comprehensive critical discussions on experimental results and how they

Methods in Medical Informatics

Methods in Medical Informatics
  • Author : Jules J. Berman
  • Publisher : CRC Press
  • Release Date : 2010-09-22
  • ISBN : 1439841845
GET THIS BOOKMethods in Medical Informatics

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 medical information contained in clini

Methodology for Assessment of Medical IT-based Systems

Methodology for Assessment of Medical IT-based Systems
  • Author : Jytte Brender
  • Publisher : IOS Press
  • Release Date : 1997
  • ISBN : 9051993374
GET THIS BOOKMethodology for Assessment of Medical IT-based Systems

10.2 The Role and Contents of the URD in an Assessment Perspective -- 10.3 The Enterprise Model -- 10.4 The Normative Model -- 10.5 Assessment of the User Requirements Document -- 10.6 Discussion -- 11 Dynamic Aspects of the Assessment Methodology -- 11.1 Dynamic Aspects of IT-Development and Application -- 11.2 Adaptation of Frames of Reference for Assessment Activities -- 11.3 Feed-forward Loops -- 11.4 Support of Context Dependent Assessment -- 11.5 Conclusion -- 12 The Dynamic Assessment Methodology -- 12.1 Philosophy -- 12.2 Application Area -- 12.3 Operationalisation of the Methodology -- 12.4 Applicable Methods

Principles of Biomedical Informatics

Principles of Biomedical Informatics
  • Author : Ira J. Kalet, PhD
  • Publisher : Academic Press
  • Release Date : 2013-09-26
  • ISBN : 9780123914620
GET THIS BOOKPrinciples of Biomedical Informatics

This second edition of a pioneering technical work in biomedical informatics provides a very readable treatment of the deep computational ideas at the foundation of the field. Principles of Biomedical Informatics, 2nd Edition is radically reorganized to make it especially useable as a textbook for courses that move beyond the standard introductory material. It includes exercises at the end of each chapter, ideas for student projects, and a number of new topics, such as: • tree structured data, interval trees, and

Evidence-Based Health Informatics

Evidence-Based Health Informatics
  • Author : E. Ammenwerth,M. Rigby
  • Publisher : IOS Press
  • Release Date : 2016-05-20
  • ISBN : 9781614996354
GET THIS BOOKEvidence-Based Health Informatics

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 are essential to modern healthcare, this is not the case for all. Unfortunately, some systems cause user frustration and result in inefficiency in use, and a few are known to

Handbook of Evaluation Methods for Health Informatics

Handbook of Evaluation Methods for Health Informatics
  • Author : Jytte Brender McNair
  • Publisher : Elsevier
  • Release Date : 2006-01-17
  • ISBN : 9780080533452
GET THIS BOOKHandbook of Evaluation Methods for Health Informatics

The Handbook of Evaluation Methods for Health Informatics provides a complete compendium of methods for evaluation of IT-based systems and solutions within healthcare. Emphasis is entirely on assessment of the IT-system within its organizational environment. The author provides a coherent and complete assessment of methods addressing interactions with and effects of technology at the organizational, psychological, and social levels. It offers an explanation of the terminology and theoretical foundations underlying the methodological analysis presented here. The author carefully guides the

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
  • ISBN : 9783319449814
GET THIS BOOKHealth Informatics Data Analysis

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

Biomedical Informatics

Biomedical Informatics
  • Author : Edward H. Shortliffe,James J. Cimino
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-12-02
  • ISBN : 9781447144748
GET THIS BOOKBiomedical Informatics

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

Public Health and Informatics

Public Health and Informatics
  • Author : J. Mantas,L. Stoicu-Tivadar,C. Chronaki
  • Publisher : IOS Press
  • Release Date : 2021-07
  • ISBN : 9781643681856
GET THIS BOOKPublic Health and Informatics

For several years now, both eHealth applications and digitalization have been seen as fundamental to the new era of health informatics and public health. The current pandemic situation has also highlighted the importance of medical informatics for the scientific process of evidence-based reasoning and decision making at all levels of healthcare. This book presents the accepted full papers, short papers, and poster papers delivered as part of the 31st Medical Informatics in Europe Conference (MIE 2021), held virtually from 29-31 May 2021.

Translational Biomedical Informatics

Translational Biomedical Informatics
  • Author : Bairong Shen,Haixu Tang,Xiaoqian Jiang
  • Publisher : Springer
  • Release Date : 2016-10-31
  • ISBN : 9789811015038
GET THIS BOOKTranslational Biomedical Informatics

This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future translational research. The paradigm for precision medicine and healthcare needs to integratively analyze not only the data at the same level – e.g. different omics data

Mental Health Informatics

Mental Health Informatics
  • Author : Jessica D. Tenenbaum,Piper A. Ranallo
  • Publisher : Springer Nature
  • Release Date : 2021-11-18
  • ISBN : 9783030705589
GET THIS BOOKMental Health Informatics

This textbook provides a detailed resource introducing the subdiscipline of mental health informatics. It systematically reviews the methods, paradigms, tools and knowledge base in both clinical and bioinformatics and across the spectrum from research to clinical care. Key foundational technologies, such as terminologies, ontologies and data exchange standards are presented and given context within the complex landscape of mental health conditions, research and care. The learning health system model is utilized to emphasize the bi-directional nature of the translational science

Building Capacity for Health Informatics in the Future

Building Capacity for Health Informatics in the Future
  • Author : F. Lau,J.A. Bartle-Clar,G. Bliss
  • Publisher : IOS Press
  • Release Date : 2017-03
  • ISBN : 9781614997429
GET THIS BOOKBuilding Capacity for Health Informatics in the Future

Health information technologies are revolutionizing and streamlining healthcare, and uptake continues to rise dramatically. If these technologies are to be effectively implemented, capacity must be built at a regional, national and global level, and the support and involvement of both government and industry will be vital. This book presents the proceedings of the 2017 Information Technology and Communications in Health conference (ITCH 2017), held in Victoria, BC, Canada, in February 2017. The conference considers, from a variety of perspectives, what is required to

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
  • ISBN : 9780387306773
GET THIS BOOKEvaluation Methods in Biomedical Informatics

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 recommended for courses offered at universities such as Columbia University Precise definition and use of terms