Name
Title | ||
|---|---|---|
Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare. |
Abstract | ||
|---|---|---|
Public healthcare can be cast as a complex systems and network analysis is one of the methodological approaches that are commonly used to study these types of systems. In this paper we describe a multiscale and multi-level interpretation of complex networks in public healthcare. Our contribution is to provide a toolbox for visualization and visual data-driven analysis of complex multiscale temporal contact networks that allows to simulate various dynamic processes using user-defined models. An example of explorative analysis of a dataset from real clinical data obtained from the Federal Almazov North-West Medical Research Centre in Saint Petersburg is described. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1016/j.procs.2016.05.530 | ICCS |
Keywords | Field | DocType |
Multiscale networks, Graph and network visualization, Interactive simulation, EMR | Health care,Complex system,Data science,Data mining,Visualization,Computer science,Toolbox,Complex network,Public healthcare,Network analysis,Medical research | Conference |
Volume | Issue | ISSN |
80 | C | 1877-0509 |
Citations | PageRank | References |
1 | 0.35 | 8 |
Authors | ||
9 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Andrey Karsakov | 1 | 12 | 3.86 |
| Alexander Moiseev | 2 | 1 | 0.35 |
| Ksenia Mukhina | 3 | 1 | 0.69 |
| Irina Ankudinova | 4 | 1 | 0.35 |
| Mariia Ignatieva | 5 | 1 | 0.35 |
| Evgeniy Krotov | 6 | 12 | 1.17 |
| Vladislav A. Karbovskii | 7 | 22 | 5.91 |
| Sergey V. Kovalchuk | 8 | 129 | 21.14 |
| Aleksandra O. Konradi | 9 | 1 | 0.35 |