Special Issue: Knowledge Discovery and Management in Biomedical Information Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Special Issue: Knowledge Discovery and Management in Biomedical Information Systems write by . This book was released on 2009. Special Issue: Knowledge Discovery and Management in Biomedical Information Systems available in PDF, EPUB and Kindle.
Medical Informatics
Medical Informatics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Medical Informatics write by Hsinchun Chen. This book was released on 2006-07-19. Medical Informatics available in PDF, EPUB and Kindle. 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.
Transactions on Large-Scale Data- and Knowledge-Centered Systems IV
Transactions on Large-Scale Data- and Knowledge-Centered Systems IV - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Transactions on Large-Scale Data- and Knowledge-Centered Systems IV write by Christian Böhm. This book was released on 2011-10-06. Transactions on Large-Scale Data- and Knowledge-Centered Systems IV available in PDF, EPUB and Kindle. The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between Grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This special issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems highlights some of the major challenges emerging from the biomedical applications that are currently inspiring and promoting database research. These include the management, organization, and integration of massive amounts of heterogeneous data; the semantic gap between high-level research questions and low-level data; and privacy and efficiency. The contributions cover a large variety of biological and medical applications, including genome-wide association studies, epidemic research, and neuroscience.
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
Interactive Knowledge Discovery and Data Mining in Biomedical Informatics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Interactive Knowledge Discovery and Data Mining in Biomedical Informatics write by Andreas Holzinger. This book was released on 2014-06-17. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics available in PDF, EPUB and Kindle. One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information. This “big data” challenge is most evident in biomedical informatics: the trend towards precision medicine has resulted in an explosion in the amount of generated biomedical data sets. Despite the fact that human experts are very good at pattern recognition in dimensions of = 3; most of the data is high-dimensional, which makes manual analysis often impossible and neither the medical doctor nor the biomedical researcher can memorize all these facts. A synergistic combination of methodologies and approaches of two fields offer ideal conditions towards unraveling these problems: Human–Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human capabilities with machine learning./ppThis state-of-the-art survey is an output of the HCI-KDD expert network and features 19 carefully selected and reviewed papers related to seven hot and promising research areas: Area 1: Data Integration, Data Pre-processing and Data Mapping; Area 2: Data Mining Algorithms; Area 3: Graph-based Data Mining; Area 4: Entropy-Based Data Mining; Area 5: Topological Data Mining; Area 6 Data Visualization and Area 7: Privacy, Data Protection, Safety and Security.
Biomedical Informatics
Biomedical Informatics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Biomedical Informatics write by Andreas Holzinger. This book was released on 2014-05-06. Biomedical Informatics available in PDF, EPUB and Kindle. 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.
