Effects of Plants on Metacommunities and Correlation Networks of Soil Microbial Groups in an Ecologically Restored Wetland.
Sign Up to like & getrecommendations! Published in 2020 at "Microbial ecology"
DOI: 10.1007/s00248-020-01625-3
Abstract: Plants may influence different aspects of the belowground microorganisms, including abundance, distribution, and interaction, in wetlands. Microbial communities were scrutinized in a 4-year-old restored wetland ecosystem with 5 distinct sites: a bare-soil site (10 local… read more here.
Keywords: community; among sites; restored wetland; correlation networks ... See more keywords
Lipid and metabolite correlation networks specific to clinical and biochemical covariate show differences associated with sexual dimorphism in a cohort of nonagenarians.
Sign Up to like & getrecommendations! Published in 2021 at "GeroScience"
DOI: 10.1007/s11357-021-00404-3
Abstract: This study defines and estimates the metabolite-lipidic component association networks constructed from an array of 20 metabolites and 114 lipids identified and quantified via NMR spectroscopy in the serum of a cohort of 355 Italian… read more here.
Keywords: clinical biochemical; cohort; lipid metabolite; correlation networks ... See more keywords
The topology of indirect correlation networks formed by common assets
Sign Up to like & getrecommendations! Published in 2019 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2019.121496
Abstract: Abstract Evidence is provided that networks resulted from interbank loans have some common topological properties. As shown in this paper, indirect correlation networks formed by common assets have similar properties with interbank networks. On the… read more here.
Keywords: indirect correlation; topology; common assets; correlation ... See more keywords
A Tutorial on Regularized Partial Correlation Networks
Sign Up to like & getrecommendations! Published in 2018 at "Psychological Methods"
DOI: 10.1037/met0000167
Abstract: Abstract Recent years have seen an emergence of network modeling applied to moods, attitudes, and problems in the realm of psychology. In this framework, psychological variables are understood to directly affect each other rather than… read more here.
Keywords: network; tutorial regularized; regularized partial; correlation networks ... See more keywords
CACONET: a novel classification framework for microbial correlation networks
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btab879
Abstract: Abstract Motivation Existing microbiome-based disease prediction relies on the ability of machine learning methods to differentiate disease from healthy subjects based on the observed taxa abundance across samples. Despite numerous microbes have been implicated as… read more here.
Keywords: classification; framework; caconet novel; correlation networks ... See more keywords
Uniform Variance Reduced Simultaneous Inference of Time-Varying Correlation Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2025.3613143
Abstract: This paper proposes a unified framework for inferring large-scale time-varying correlation networks via data-driven time-varying thresholds that can control uncertainty simultaneously. The framework allows the dimension of time series vectors to be fixed or diverging… read more here.
Keywords: time; uniform variance; varying correlation; correlation networks ... See more keywords
A 3D pseudo-continuous arterial spin labeling study of altered cerebral blood flow correlation networks in mild cognitive impairment and Alzheimer's disease
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2024.1345251
Abstract: Objective To investigate the abnormalities of the three-dimensional pseudo-continuous arterial spin labeling (3D PCASL) based cerebral blood flow (CBF) correlation networks in mild cognitive impairment (MCI) and Alzheimer's disease (AD). Methods 3D PCASL images of… read more here.
Keywords: alzheimer disease; correlation; correlation networks; cbf ... See more keywords
Correlation Networks Provide New Insights into the Architecture of Testicular Steroid Pathways in Pigs
Sign Up to like & getrecommendations! Published in 2021 at "Genes"
DOI: 10.3390/genes12040551
Abstract: Steroid metabolism is a fundamental process in the porcine testis to provide testosterone but also estrogens and androstenone, which are essential for the physiology of the boar. This study concerns boars at an early stage… read more here.
Keywords: provide new; group; correlation; correlation networks ... See more keywords