Biomedical Informatics
Springer International Publishing (Verlag)
978-3-319-35046-2 (ISBN)
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.
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.
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.
| Erscheinungsdatum | 23.03.2017 |
|---|---|
| Zusatzinfo | XIX, 551 p. 210 illus., 164 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 802 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Informatik ► Weitere Themen ► Bioinformatik | |
| Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie | |
| Technik | |
| Schlagworte | Artificial Intelligence • Bioinformatics • biomedical data • Biomedical Databases & Information Retrieval • Biomedical Databases & Information Retrieval • Biomedical Decision Making, Reasoning & Decision S • Biomedical Decision Making, Reasoning & Decision Support • Biomedical Decision Making, Reasoning & Decision S • biomedical engineering • biomedical informatics • Biomedical Information • Biomedical Knowledge • Computational Biology/Bioinformatics • Computational Intelligence • Computational Sciences and Life Sciences • Engineering • Engineering: general • Information technology: general issues • Interactive Information Visualization & Visual Ana • Interactive Information Visualization & Visual Analytics • Interactive Information Visualization & Visual Ana • Life sciences: general issues • Mathematical and Computational Biology • Maths for scientists • Medical Data • Medical Data Mining & Knowledge Discovery • Medical Data Mining & Knowledge Discovery • Medical Informatics • medical information • medical knowledge • Medical Privacy, Safety & Security • Medical Privacy, Safety & Security • Medical System Design, Usability & Evaluation • Medical System Design, Usability & Evaluation • Molecular Biology • Structured, weakly structured and unstructured bio • Structured, weakly structured and unstructured biomedical data |
| ISBN-10 | 3-319-35046-3 / 3319350463 |
| ISBN-13 | 978-3-319-35046-2 / 9783319350462 |
| Zustand | Neuware |
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