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Biomedical Informatics: Discovering Knowledge in Big Data

Autor Andreas Holzinger
en Limba Engleză Hardback – 7 mai 2014
This book provides a broad overview of the topic Bioinformatics with focus on data, information and knowledge. From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, the author touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics. Each chapter starts by providing a useful inventory of definitions and commonly used acronyms for each topic and throughout the text, the reader finds several real-world examples, methodologies and ideas that complement the technical and theoretical background. This new edition includes new sections at the end of each chapter, called "future outlook and research avenues," providing pointers to future challenges. At the beginning of each chapter a new section called "key problems", has been added, where the author discusses possible traps and unsolvable or major problems. 
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Specificații

ISBN-13: 9783319045276
ISBN-10: 331904527X
Pagini: 606
Ilustrații: XIX, 551 p. 210 illus., 164 illus. in color. With online files/update.
Dimensiuni: 155 x 235 x 27 mm
Greutate: 1.23 kg
Ediția:2014
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

Public țintă

Graduate

Cuprins

Introduction: Computer Science meets Life Science.- Fundamentals of Data, Information and Knowledge.- Structured Data: Coding and Classification.- Biomedical Databases: Acquisition, Storage, Information Retrieval and Use.- Multimedia Data Mining and Knowledge Discovery.- Knowledge and Decision: Cognitive Science and Human–Computer Interaction.- Biomedical Decision Making: Reasoning and Decision Support.- Interactive Information Visualization and Visual Analytics.- Biomedical Information Systems and Medical Knowledge Management.- Biomedical Data: Privacy, Safety and Security.- Methodology for Information Systems: System Design, Usability and Evaluation.

Notă biografică

Dr. Holzinger is Head of Research Unit HCI4MED, Institute of Medical Informatics, Statistics and Documentation, Medical University Graz and is an Assoc. Prof. for Information Processing, Faculty of Informatics, Graz University of Technology; Lecturer for Biomedical Informatics, Faculty of Electrical Engineering, Graz University of Technology.

Textul de pe ultima copertă

This book provides a broad overview of the topic Bioinformatics (medical informatics + biological information) with a focus on data, information and knowledge. From data acquisition and storage to visualization, privacy, regulatory, and other practical and theoretical topics, the author touches on several fundamental aspects of the innovative interface between the medical and computational domains that form biomedical informatics. Each chapter starts by providing a useful inventory of definitions and commonly used acronyms for each topic, and throughout the text, the reader finds several real-world examples, methodologies, and ideas that complement the technical and theoretical background. Also at the beginning of each chapter a new section called "key problems", has been added, where the author discusses possible traps and unsolvable or major problems. This new edition includes new sections at the end of each chapter, called "future outlook and research avenues," providing pointersto future challenges.

Caracteristici

Examines the main concepts of bioinformatics and provides up to date pointers for using bioinformatics Includes exercise sets at the end of each chapter to test concepts introduced Includes two new sections to each chapter, "future outlook and research avenues" and "key problems"