In this article, we propose a joint graphical model to estimate the multiple gene networks simultaneously. Our model decomposes each subpopulation-specific gene network as a sum of common and unique ...

Directed Acyclic Graph (DAG) has been widely used in Grid workflow modeling, since it deals with the mass data with a specific user-defined Grid Wordflow job scheduling. However, DAG has limit ...

About this issue Abstract and details This article considers a graphical model for ordinal variables, where it is assumed that the data are generated by discretizing the marginal distributions of a ...

We propose the Gaussian graphical model as a novel exploratory analyses tool and present a systematic roadmap to apply this model to explore relationships between items and variables in environmental ...

This tool converts images to the exact specifications required by Cell Press journals, specifically designed for the iScience journal's graphical abstract requirements. It handles various input ...

To address this problem, we here introduce dynamic graphical models (DGMs) that describe molecules as assemblies of coupled subsystems, akin to how spins interact in the Ising model. The change of ...

This graphical abstract illustrates how a machine-learning approach integrating personal genomes and electronic health records can predict clinical outcomes associated with abdominal aortic ...

The graphical abstract guidelines are thus: Although a graphical abstract is optional, its use is encouraged as it draws more attention to the online article. The graphical abstract should summarize ...