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Methods In Biomedical Informatics

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Methods in Biomedical Informatics

Methods in Biomedical Informatics Book
Author : Indra Neil Sarkar
Publisher : Academic Press
Release : 2013-09-03
ISBN : 0124016847
Language : En, Es, Fr & De

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Book Description :

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.

Evaluation Methods in Biomedical Informatics

Evaluation Methods in Biomedical Informatics Book
Author : Charles P. Friedman,Jeremy Wyatt
Publisher : Springer Science & Business Media
Release : 2006-01-05
ISBN : 0387306773
Language : En, Es, Fr & De

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Book Description :

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

Biomedical Informatics

Biomedical Informatics Book
Author : Edward H. Shortliffe,James J. Cimino
Publisher : Springer Science & Business Media
Release : 2006-12-02
ISBN : 0387362789
Language : En, Es, Fr & De

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Book Description :

This book focuses on the role of computers in the provision of medical services. It provides both a conceptual framework and a practical approach for the implementation and management of IT used to improve the delivery of health care. Inspired by a Stanford University training program, it fills the need for a high quality text in computers and medicine. It meets the growing demand by practitioners, researchers, and students for a comprehensive introduction to key topics in the field. Completely revised and expanded, this work includes several new chapters filled with brand new material.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Computational Intelligence Methods for Bioinformatics and Biostatistics Book
Author : Clelia DI Serio,Pietro Liò,Alessandro Nonis,Roberto Tagliaferri
Publisher : Springer
Release : 2015-09-25
ISBN : 3319244620
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2014, held in Cambridge, UK, in June 2014. The 25 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers focus problems concerning computational techniques in bioinformatics, systems biology, medical informatics and biostatistics.

Principles of Biomedical Informatics

Principles of Biomedical Informatics Book
Author : Ira J. Kalet, PhD
Publisher : Academic Press
Release : 2008-10-20
ISBN : 9780080557946
Language : En, Es, Fr & De

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Book Description :

Principles of Biomedial Informatics provides a foundation for understanding the fundamentals of biomedical informatics, which deals with the storage, retrieval, and use of biomedical data for biological problem solving and medical decision making. It covers the application of these principles to the three main biomedical domains of basic biology, clinical medicine, and public health. The author offers a coherent summary, focusing on the three core concept areas of biomedical data and knowledge representation: biomedical information access, biomedical decision making, and information and technology use in biomedical contexts. Develops principles and methods for representing biomedical data, using information in context and in decision making, and accessing information to assist the medical community in using data to its full potential Provides a series of principles for expressing biomedical data and ideas in a computable form to integrate biological, clinical, and public health applications Includes a discussion of user interfaces, interactive graphics, and knowledge resources and reference material on programming languages to provide medical informatics programmers with the technical tools to develop systems

Biomedical Informatics for Cancer Research

Biomedical Informatics for Cancer Research Book
Author : Michael F. Ochs,John T. Casagrande,Ramana V. Davuluri
Publisher : Springer Science & Business Media
Release : 2010-04-06
ISBN : 1441957146
Language : En, Es, Fr & De

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Book Description :

view, showing that multiple molecular pathways must be affected for cancer to develop, but with different specific proteins in each pathway mutated or differentially expressed in a given tumor (The Cancer Genome Atlas Research Network 2008; Parsons et al. 2008). Different studies demonstrated that while widespread mutations exist in cancer, not all mutations drive cancer development (Lin et al. 2007). This suggests a need to target only a deleterious subset of aberrant proteins, since any tre- ment must aim to improve health to justify its potential side effects. Treatment for cancer must become highly individualized, focusing on the specific aberrant driver proteins in an individual. This drives a need for informatics in cancer far beyond the need in other diseases. For instance, routine treatment with statins has become widespread for minimizing heart disease, with most patients responding to standard doses (Wilt et al. 2004). In contrast, standard treatment for cancer must become tailored to the molecular phenotype of an individual tumor, with each patient receiving a different combination of therapeutics aimed at the specific aberrant proteins driving the cancer. Tracking the aberrations that drive cancers, identifying biomarkers unique to each individual for molecular-level di- nosis and treatment response, monitoring adverse events and complex dosing schedules, and providing annotated molecular data for ongoing research to improve treatments comprise a major biomedical informatics need.

Medical Informatics Europe 99

Medical Informatics Europe  99 Book
Author : Peter Kokol,Blaz Zupan,Janez Stare
Publisher : IOS Press
Release : 1999
ISBN : 9780967335513
Language : En, Es, Fr & De

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Book Description :

This volume seeks to reflect the state of the art on medical informatics. It presents ideas that will guide the process of medical informatics. Topics in the book include: information systems in health care and medicine; telemedicine and telematics; security; biomedical processing, data mining and knowledge discovery; training and education; Internet/intranet; resources management; intelligent medical systems; health guidelines and protocols; electronic patient encounter, card technology, electronic data interchange; terminology; nursing informatics.

Advances in Biomedical Informatics

Advances in Biomedical Informatics Book
Author : Dawn E. Holmes,Lakhmi C. Jain
Publisher : Springer
Release : 2017-10-18
ISBN : 3319675133
Language : En, Es, Fr & De

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Book Description :

This book presents authoritative recent research on Biomedical Informatics, bringing together contributions from some of the most respected researchers in this field. Biomedical Informatics represents a growing area of interest and innovation in the management of health-related data, and is essential to the development of focused computational models. Outlining the direction of current research, the book will be of considerable interest to theoreticians and application scientists alike. Further, as all chapters are self-contained, it also provides a valuable sourcebook for graduate students.

Evaluation Methods in Biomedical and Health Informatics

Evaluation Methods in Biomedical and Health Informatics Book
Author : Charles P. Friedman,Jeremy Wyatt
Publisher : Springer Nature
Release : 2022
ISBN : 3030864537
Language : En, Es, Fr & De

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Book Description :

This 3rd edition of Evaluation Methods in Biomedical and Health Informatics has been extensively revised and expanded. It builds on a solid foundation of evaluation theory to explain methods and techniques within health informatics, using many examples, real-world case studies and numerous self-tests with answers. Expanded to 20 rather than 12 chapters, new chapters have been added on qualitative methods, ethics, mixed methods, evidence-based informatics and how to conduct evaluation studies using routine, real-world data. Designed as a practical guide for masters and PhD students, informatics researchers and seasoned professionals seeking a comprehensive resource, this book describes health and biomedical information resource evaluation in a practical stepwise manner. Critiques and discussion of actual evaluation studies help to build the readers knowledge of the judicious application of the techniques described. As information and communications technologies take on increasingly central roles in self-care, healthcare, biomedical research and education, understanding how to design and carry out successful rigorous evaluation studies becomes more imperative. Evaluation Methods in Biomedical and Health Informatics is an unparalleled reference for a broad range of health information professionals and is usable as both a textbook to support formal courses and a reference book for researchers and practitioners. From those training for careers in informatics to on-site biomedical information systems staff, this is an invaluable guide to the successful evaluation of digital healthcare, eHealth, telemedicine, electronic health records and other clinical and non-clinical information systems.

Medical Informatics

Medical Informatics Book
Author : Hsinchun Chen,Sherrilynne S. Fuller,Carol Friedman,William Hersh
Publisher : Springer Science & Business Media
Release : 2006-07-19
ISBN : 038725739X
Language : En, Es, Fr & De

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Book Description :

Comprehensively presents the foundations and leading application research in medical informatics/biomedicine. The concepts and techniques are illustrated with detailed case studies. Authors are widely recognized professors and researchers in Schools of Medicine and Information Systems from the University of Arizona, University of Washington, Columbia University, and Oregon Health & Science University. Related Springer title, Shortliffe: Medical Informatics, has sold over 8000 copies The title will be positioned at the upper division and graduate level Medical Informatics course and a reference work for practitioners in the field.

Biomedical Informatics in Translational Research

Biomedical Informatics in Translational Research Book
Author : Hai Hu,Richard J. Mural,Michael N. Liebman
Publisher : Artech House
Release : 2008
ISBN : 159693039X
Language : En, Es, Fr & De

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Book Description :

This trailblazing resource on biomedical informatics provides medical researchers with innovative techniques for integrating and federating data from clinical and molecular studies. This volume helps researchers manage data, expedite their efforts, and make the most of targeted basic research.

Translational Biomedical Informatics

Translational Biomedical Informatics Book
Author : Bairong Shen,Haixu Tang,Xiaoqian Jiang
Publisher : Springer
Release : 2016-10-31
ISBN : 9811015031
Language : En, Es, Fr & De

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Book Description :

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 at the molecular level – but also data from different levels – the molecular, cellular, tissue, clinical and public health level. This book discusses the following major aspects: the structure of cross-level data; clinical patient information and its shareability; and standardization and privacy. It offers a valuable guide for all biologists, biomedical informaticians and clinicians with an interest in Precision Medicine Informatics.

MEDINFO 2017 Precision Healthcare Through Informatics

MEDINFO 2017  Precision Healthcare Through Informatics Book
Author : A.V. Gundlapalli,M.-C. Jaulent,D. Zhao
Publisher : IOS Press
Release : 2018-01-31
ISBN : 1614998302
Language : En, Es, Fr & De

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Book Description :

Medical informatics is a field which continues to evolve with developments and improvements in foundational methods, applications, and technology, constantly offering opportunities for supporting the customization of healthcare to individual patients. This book presents the proceedings of the 16th World Congress of Medical and Health Informatics (MedInfo2017), held in Hangzhou, China, in August 2017, which also marked the 50th anniversary of the International Medical Informatics Association (IMIA). The central theme of MedInfo2017 was "Precision Healthcare through Informatics", and the scientific program was divided into five tracks: connected and digital health; human data science; human, organizational, and social aspects; knowledge management and quality; and safety and patient outcomes. The 249 accepted papers and 168 posters included here span the breadth and depth of sub-disciplines in biomedical and health informatics, such as clinical informatics; nursing informatics; consumer health informatics; public health informatics; human factors in healthcare; bioinformatics; translational informatics; quality and safety; research at the intersection of biomedical and health informatics; and precision medicine. The book will be of interest to all those who wish to keep pace with advances in the science, education, and practice of biomedical and health informatics worldwide.

Genomic and Precision Medicine

Genomic and Precision Medicine Book
Author : Geoffrey S. Ginsburg,Huntington F Willard,John Strickler,Matthew Stuart McKinney
Publisher : Academic Press
Release : 2022-04-09
ISBN : 0128006536
Language : En, Es, Fr & De

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Book Description :

Genomic and Precision Medicine: Oncology, Third Edition focuses on the applications of genome discovery as research points to personalized cancer therapies. Each chapter is organized to cover the application of genomics and personalized medicine tools and technologies to a) Risk Assessment and Susceptibility, b) Diagnosis and Prognosis, c) Pharmacogenomics and Precision Therapeutics, and d) Emerging and Future Opportunities in the field. Provides a comprehensive volume written and edited by oncology genomic specialists for oncology health providers Includes succinct commentary and key learning points that will assist providers with their local needs for implementation of genomic and personalized medicine into practice Presents an up-to-date overview on major opportunities for genomic and personalized medicine in practice Covers case studies that highlight the practical use of genomics in the management of patients

Pediatric Biomedical Informatics

Pediatric Biomedical Informatics Book
Author : John J. Hutton
Publisher : Springer
Release : 2016-10-08
ISBN : 9811011044
Language : En, Es, Fr & De

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Book Description :

The book describes the core resources in informatics necessary to support biomedical research programs and how these can best be integrated with hospital systems to receive clinical information that is necessary to conduct translational research. The focus is on the authors’ recent practical experiences in establishing an informatics infrastructure in a large research-intensive children’s hospital. This book is intended for translational researchers and informaticians in pediatrics, but can also serve as a guide to all institutions facing the challenges of developing and strengthening informatics support for biomedical research. The first section of the book discusses important technical challenges underlying computer-based pediatric research, while subsequent sections discuss informatics applications that support biobanking and a broad range of research programs. Pediatric Biomedical Informatics provides practical insights into the design, implementation, and utilization of informatics infrastructures to optimize care and research to benefit children.

Biomedical Signals Imaging and Informatics

Biomedical Signals  Imaging  and Informatics Book
Author : Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Release : 2014-12-16
ISBN : 1439825270
Language : En, Es, Fr & De

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Book Description :

Known as the bible of biomedical engineering, The Biomedical Engineering Handbook, Fourth Edition, sets the standard against which all other references of this nature are measured. As such, it has served as a major resource for both skilled professionals and novices to biomedical engineering. Biomedical Signals, Imaging, and Informatics, the third volume of the handbook, presents material from respected scientists with diverse backgrounds in biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined, including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.

EHealth Combining Health Telematics Telemedicine Biomedical Engineering and Bioinformatics to the Edge

EHealth  Combining Health Telematics  Telemedicine  Biomedical Engineering and Bioinformatics to the Edge Book
Author : B. Blobel,P. Pharow,M. Nerlich
Publisher : IOS Press
Release : 2008-03-03
ISBN : 1607503107
Language : En, Es, Fr & De

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Book Description :

Current demographic, economic and social conditions which developed countries are faced with require a paradigm change for delivering high quality and efficient health services. In that context, healthcare systems have to turn from organization-centered to process-oriented and finally towards individualized patient care, also called personal care, based on ehealth platform services. Interoperability requirements for ubiquitous personalized health services reach beyond current concepts of health information integration among professional stakeholders and related Electronic Patient Records. Future personal health platforms particularly have to maintain semantic interoperability among systems using different modalities and technologies, different knowledge representation and domain experts’ languages as well as different coding schemes and terminologies to include home care, as well as personal and mobile systems. This development is not restricted to regions or countries, but appears globally, requiring a comprehensive international collaboration. This publication within the series Studies in Health Technology and Informatics presents papers from leading international experts representing all domains involved in ehealth.

dHealth 2020 Biomedical Informatics for Health and Care

dHealth 2020     Biomedical Informatics for Health and Care Book
Author : G. Schreier,D. Hayn,A. Eggerth
Publisher : IOS Press
Release : 2020-06-24
ISBN : 1643680854
Language : En, Es, Fr & De

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Book Description :

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, machine learning, predictive analytics and decision support, play an increasing role in providing actionable information and supporting personalized and preventive healthcare concepts in both biomedical and digital healthcare systems and applications. ICT systems in healthcare and biomedical systems and devices are very closely related, and in the future they will become increasingly intertwined. Indeed, it is already often difficult to delineate where the one ends and the other begins. This book presents the intended proceedings of the dHealth 2020 annual conference on the general topic of health Informatics and digital health, which was due to be held in Vienna, Austria, on 19 and 20 May 2020, but which was cancelled due to the COVID-19 pandemic. The decision was nevertheless taken to publish these proceedings, which include the 40 papers which would have been delivered at the conference. The special topic for the 2020 edition of the conference was Biomedical Informatics for Health and Care. The book provides an overview of current developments in health informatics and digital health, and will be of interest to researchers and healthcare practitioners alike.

Big Data Analytics in HIV AIDS Research

Big Data Analytics in HIV AIDS Research Book
Author : Al Mazari, Ali
Publisher : IGI Global
Release : 2018-04-27
ISBN : 1522532048
Language : En, Es, Fr & De

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Book Description :

With the advent of new technologies in big data science, the study of medical problems has made significant progress. Connecting medical studies and computational methods is crucial for the advancement of the medical industry. Big Data Analytics in HIV/AIDS Research provides emerging research on the development and implementation of computational techniques in big data analysis for biological and medical practices. While highlighting topics such as deep learning, management software, and molecular modeling, this publication explores the various applications of data analysis in clinical decision making. This book is a vital resource for medical practitioners, nurses, scientists, researchers, and students seeking current research on the connections between data analytics in the field of medicine.