Articles with "network diffusion" as a keyword



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Network diffusion modeling predicts neurodegeneration in traumatic brain injury

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Published in 2020 at "Annals of Clinical and Translational Neurology"

DOI: 10.1002/acn3.50984

Abstract: Traumatic brain injury (TBI) is a heterogeneous disease with multiple neurological deficits that evolve over time. It is also associated with an increased incidence of neurodegenerative diseases. Accordingly, clinicians need better tools to predict a… read more here.

Keywords: diffusion modeling; brain injury; traumatic brain; network diffusion ... See more keywords

Non-fragile consensus algorithms for a network of diffusion PDEs with boundary local interaction

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Published in 2017 at "International Journal of Systems Science"

DOI: 10.1080/00207721.2017.1308039

Abstract: ABSTRACT In this study, non-fragile consensus algorithm is proposed to solve the average consensus problem of a network of diffusion PDEs, modelled by boundary controlled heat equations. The problem deals with the case where the… read more here.

Keywords: fragile consensus; non fragile; consensus; local interaction ... See more keywords

Graph neural network and diffusion model for modeling RNA interatomic interactions

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Published in 2025 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btaf515

Abstract: Abstract Motivation Ribonucleic acid (RNA) function is inherently linked to its 3D structure, traditionally determined by X-ray crystallography, Nuclear Magnetic Resonance, and Cryo-EM. However, these techniques often lack atomic-level resolution, highlighting the need for accurate… read more here.

Keywords: network diffusion; graph neural; model; interatomic interactions ... See more keywords

One for all and all for One: Improving replication of genetic studies through network diffusion

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Published in 2018 at "PLoS Genetics"

DOI: 10.1371/journal.pgen.1007306

Abstract: Improving accuracy in genetic studies would greatly accelerate understanding the genetic basis of complex diseases. One approach to achieve such an improvement for risk variants identified by the genome wide association study (GWAS) approach is… read more here.

Keywords: network; genetic studies; approach; replication ... See more keywords

Network diffusion of gender diversity on boards: A process of two-speed opposing forces

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Published in 2022 at "PLOS ONE"

DOI: 10.1371/journal.pone.0277214

Abstract: Network diffusion processes or how information spreads through networks have been widely examined in numerous disciplines such as epidemiology, physics, sociology, politics, or computer science. In this paper, we extend previous developments by considering a… read more here.

Keywords: speed; network; diffusion; diffusion gender ... See more keywords

ISLRWR: A network diffusion algorithm for drug–target interactions prediction

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Published in 2025 at "PLOS ONE"

DOI: 10.1371/journal.pone.0302281

Abstract: Machine learning techniques and computer-aided methods are now widely used in the pre-discovery tasks of drug discovery, effectively improving the efficiency of drug development and reducing the workload and cost. In this study, we used… read more here.

Keywords: network diffusion; target interactions; drug; network ... See more keywords

Identification of Tumor Budding-Associated Genes in Breast Cancer through Transcriptomic Profiling and Network Diffusion Analysis

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Published in 2024 at "Biomolecules"

DOI: 10.3390/biom14080896

Abstract: Breast cancer has the highest diagnosis rate among all cancers. Tumor budding (TB) is recognized as a recent prognostic marker. Identifying genes specific to high-TB samples is crucial for hindering tumor progression and metastasis. In… read more here.

Keywords: cancer; network diffusion; breast cancer; tumor budding ... See more keywords

On Oscillations in a Gene Network with Diffusion

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Published in 2023 at "Mathematics"

DOI: 10.3390/math11081951

Abstract: We consider one system of partial derivative equations of the parabolic type as a model of a simple 3D gene network in the presence of diffusion of its three components. Using discretization of the phase… read more here.

Keywords: oscillations gene; gene network; gene; network diffusion ... See more keywords