45 citations · 267 across the 22 of their papers we have counts for
23 papers
Inferring temporal dynamics from cross-sectional data using Langevin dynamics
Pritha Dutta, Rick Quax, Loes Crielaard +1
Cross-sectional studies are widely prevalent since they are more feasible to conduct compared to longitudinal studies. However, cross-sectional data lack the temporal information r…
A New Approach to Privacy-Preserving Clinical Decision Support Systems
Thomas Attema, Emiliano Mancini, Gabriele Spini +9
Background: Clinical decision support systems (CDSS) are a category of health information technologies that can assist clinicians to choose optimal treatments. These support system…
Information processing features can detect behavioral regimes of dynamical systems
Rick Quax, Gregor Chliamovitch, Alexandre Dupuis +4
In dynamical systems, local interactions between dynamical units generate correlations which are stored and transmitted throughout the system, generating the macroscopic behavior.…
Stripping syntax from complexity: An information-theoretical perspective on complex systems
Rick Quax, Omri Har-Shemesh, Stefan Thurner +1
Claude Shannons information theory (1949) has had a revolutionary impact on communication science. A crucial property of his framework is that it decouples the meaning of a message…
Quantifying synergistic information using intermediate stochastic variables
Rick Quax, Omri Har-Shemesh, Peter M. A. Sloot
Quantifying synergy among stochastic variables is an important open problem in information theory. Information synergy occurs when multiple sources together predict an outcome vari…
Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction-diffusion model
Omri Har Shemesh, Rick Quax, Alfons G. Hoekstra +1
The Fisher-Rao metric from Information Geometry is related to phase transition phenomena in classical statistical mechanics. Several studies propose to extend the use of Informatio…