Biomedical Informatics: Discovering Knowledge in Big Data

Biomedical Informatics: Discovering Knowledge in Big Data

by Andreas Holzinger

Other Format(2014)

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Product Details

ISBN-13: 9783319045276
Publisher: Springer International Publishing
Publication date: 05/07/2014
Edition description: 2014
Pages: 551
Product dimensions: 9.10(w) x 6.30(h) x 1.50(d)

About the Author

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.

Table of Contents

Introduction Computer Science meets Life Science: Challenges & Future Directions.- Back to the Future: Fundamentals of Data, Information and Knowledge.- Structured Data: Coding & Classification.- Biomedical Databases: Acquisition, Storage, Information Retrieval and Use.- Semi-structured/weakly-structured Data and Structural Homologies.- Multimedia Data Mining & Knowledge Discovery.- Knowledge and Decision: Cognitive Science & Human–Computer Interaction.- Biomedical Decision Making: Reasoning & Decision Support.- Intelligent Data/Information Visualization & Visual Analytics.- Biomedical Information Systems and Medical Knowledge Management.- Biomed Data: Privacy, Safety & Security.- Methodology for Info Systems: System Design, Usability & Evaluation.- Index.- References.

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