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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…
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Keywords:
diffusion modeling;
brain injury;
traumatic brain;
network diffusion ... See more keywords
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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…
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Keywords:
fragile consensus;
non fragile;
consensus;
local interaction ... See more keywords
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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…
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Keywords:
network diffusion;
graph neural;
model;
interatomic interactions ... See more keywords
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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…
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Keywords:
network;
genetic studies;
approach;
replication ... See more keywords
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2
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…
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Keywords:
speed;
network;
diffusion;
diffusion gender ... See more keywords
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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…
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Keywords:
network diffusion;
target interactions;
drug;
network ... See more keywords
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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…
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Keywords:
cancer;
network diffusion;
breast cancer;
tumor budding ... See more keywords
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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…
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Keywords:
oscillations gene;
gene network;
gene;
network diffusion ... See more keywords