The Use of Neural Networks, Principal Component Analysis and Universal Process Modeling for the Interpretation of Environmental Data [PDF]
Devon A. Cancilla, Xingchun Fang
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This review highlights how foundation models enhance predictive healthcare by integrating advanced digital twin modeling with multiomics and biomedical data. This approach supports disease management, risk assessment, and personalized medicine, with the goal of optimizing health outcomes through adaptive, interpretable digital simulations, accessible ...
Sakhaa Alsaedi+2 more
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Principal component analysis revisited: fast multitrait genetic evaluations with smooth convergence. [PDF]
Ahlinder J+3 more
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We investigated a potential protective effect of acacetin, a naturally occurring flavonoid, against methylglyoxal (MGO)‐induced endothelial dysfunction in human umbilical vein endothelial cells and its mechanism of action. Acacetin can could inhibit MGO‐induced intracellular calcium ion influx, enhance the expression levels of phosphorylated ...
Zhen Zhang+7 more
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Applying genetic algorithm to extreme learning machine in prediction of tumbler index with principal component analysis for iron ore sintering. [PDF]
Wang S.
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Red blood cells could protect miRNAs from degradation or loss thanks to Argonaute 2 binding
The present work investigates the presence and the stability of miRNAs into RBCs, both native and engineered. The observed stability is due to the Ago2 bound resulting in minimal RISC. Indeed, if the miRNA‐Ago2 complex is present, miRNAs are protected from release or degradation and they are biologically active. Thus, RBCs can act as miRNA carriers for
Elena Perla+4 more
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Correction: A comparative analysis of the principal component analysis and entropy weight methods to establish the indexing measurement. [PDF]
PLOS ONE Staff.
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This study reports the upregulation of ELMO1 and GPR141 in human Fuchs' endothelial corneal dystrophy (FECD) corneal endothelium and ultraviolet A‐induced FECD mice model. A genetic association of an intergenic single nucleotide polymorphism rs918980 present between both genes is observed with FECD in the Indian population.
Susmita Sharma+3 more
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PANE: fast and reliable ancestral reconstruction on ancient genotype data with non-negative least square and principal component analysis. [PDF]
de Gennaro L+11 more
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Automatic Redshift Determination by Use of Principal Component Analysis. I. Fundamentals
Karl Glazebrook+2 more
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