Biomedical Informatics

Discovering Knowledge in Big Data
Softcover Nachdruck of the original 1. Auflage 2014
ISBN: 978-3-319-35046-2
Verlag: Springer International Publishing

Buch, Englisch, 551 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 9581 g

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.

Zielgruppe

Graduate

Autoren/Hrsg.

Holzinger, Andreas

Fachgebiete

• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Bioinformatik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik

Inhaltsverzeichnis

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.

Über Autor(innen)

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.