Biomedical Data Management and Graph Online Querying
Springer International Publishing (Verlag)
978-3-319-41575-8 (ISBN)
The 9 revised full papers presented together with 5 invited papers and 1 extended abstract were carefully reviewed and selected from 22 initial submissions. The papers are organized in topical sections on information retrieval and data analytics for electronic medical records; data management and visualization of medical data; biomedical data sharing and integration; medical imaging analytics; and big-graphs online querying.
Information Retrieval and Data Analytics for Electronic Medical Records.- Vector Space Model for Encoding and Retrieving Longitudinal Medical Records Data.- The Study of the Compatibility Rules of Traditional Chinese Medicine Based on Apriori and HMETIS Hypergraph Partitioning Algorithm.- Comparing Small Graph Retrieval Performance for Ontology Concepts in Medical Texts.- Data Management and Visualization of Medical Data.- Maps of Human Disease: A Web-Based Framework for the Visualization of Human Disease Comorbidity and Clinical Profile.- Secure Similarity Queries: Enabling Precision Medicine with Privacy.- Time-, Energy-, and Monetary Cost-Aware Cache Design for a Mobile-Cloud Database System.- Biomedical Data Sharing and Integration.- Challenges of Reasoning with Multiple Knowledge Sources in the Context of Drug Induced Liver Injury.- BiobankCloud: a Platform for the Secure Storage, Sharing, and Processing of Large Biomedical Data Sets.- Medical Imaging Analytics.- Three-Dimensional Data Analytics for Pathology Imaging.- Automated Analysis of Muscle X-ray Diffraction Imaging with MCMC.- SparkGIS: Efficient Comparison and Evaluation of Algorithm Results in Tissue Image Analysis Studies.- Big-Graphs Online Querying.- Social Network Analytics: Beyond the Obvious.- S2X: Graph-Parallel Querying of RDF with GraphX.- The Time Has Come: Traversal and Reachability in Time-Varying Graphs.- Robust Cardinality Estimation for Subgraph Isomorphism Queries on Property Graphs.
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
| Zusatzinfo | XIV, 199 p. 73 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Mathematik / Informatik ► Informatik ► Netzwerke | |
| Mathematik / Informatik ► Informatik ► Software Entwicklung | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | artificial intelligence (incl. robotics) • Benchmarking • biomedical data • biomedical informatics • Computer Communication Networks • Computer Science • data analytics • Database Management • Databases • data management of medical data • Declarative Languages • dynamic workload balancing • Electronic Medical Records • graph data • graph query optimization • Healthcare • Health Informatics • Information Management • Information storage and retrieval • information systems applications (incl. internet) • Medical Imaging • online querying • Public Health • Social Media • Software engineering • visualization of medical data • Web Services |
| ISBN-10 | 3-319-41575-1 / 3319415751 |
| ISBN-13 | 978-3-319-41575-8 / 9783319415758 |
| Zustand | Neuware |
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