Empirical Comparison of Imputation Methods for Multivariate Missing Data in Public Health. [PDF]
Pan S, Chen S.
europepmc +1 more source
Alternate‐day fasting suppresses mitochondrial complex II assembly via SDHAF4 to upregulate hepatocyte eNOS. The resulting nitric oxide S‐nitrosylates ATG7 at C184 in hepatic stellate cells, restraining autophagic flux and preventing their profibrotic activation.
Xueqiang Wang +17 more
wiley +1 more source
Evaluating imputation methods for accurate estimation of cell population fractions in single-cell RNA sequencing. [PDF]
Valyaeva AA, Tochilkina MS, Sheval EV.
europepmc +1 more source
Review and evaluation of imputation methods for multivariate longitudinal data with mixed-type incomplete variables. [PDF]
Cao Y, Allore H, Vander Wyk B, Gutman R.
europepmc +1 more source
A Facial Foundation Model for Clinical Biomarker Prediction and Real‐World Mobile Deployment
MedicalFaceFound is a facial foundation model developed through three‐stage progressive pre‐training, adapting representations from general vision to facial structure and clinical phenotypes. Using a single facial image, it estimates 62 biomarkers across multiple physiological systems and supports downstream risk prediction for cardiovascular ...
Tingfeng Xu +15 more
wiley +1 more source
Gut Microbial Topology and Metabolic Signatures Associated With Colorectal Neoplasia
The gut microbiota organizes into two robust association patterns linked to colorectal neoplasia risk. Topological shifts in microbial networks are associated with metabolite alterations and may shape host responses during disease development. ABSTRACT Alterations of gut microbial communities impact health.
Kai Song +13 more
wiley +1 more source
Missing Data in OHCA Registries: How Imputation Methods Affect Research Conclusions-Paper I. [PDF]
Zhan SJ +3 more
europepmc +1 more source
The Impact of Missing Data and Imputation Methods on the Analysis of 24-Hour Activity Patterns. [PDF]
Weed L, Lok R, Chawra D, Zeitzer J.
europepmc +1 more source
The mechanobiological basis of atherosclerotic progression and its contribution to spatial and temporal heterogeneity remain incompletely understood. Spatially resolved AFM measurements revealed that plaque formation and distinct regions (cap fibrosis, intimal fibrosis, and lipid‐rich core) exhibit heterogeneous elastic modulus and viscoelastic ...
Yidan Zhou +13 more
wiley +1 more source
Assessing Genotype Imputation Methods for Low-Coverage Sequencing Data in Populations With Differing Relatedness and Inbreeding Levels. [PDF]
Vi T +4 more
europepmc +1 more source

