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Found 4 papers, 1 papers with code
Probing omics data via harmonic persistent homology
Identifying molecular signatures from complex disease patients with underlying symptomatic similarities is a significant challenge in analysis of high dimensional multi-omics data.
Inferring COVID-19 Biological Pathways from Clinical Phenotypes via Topological Analysis
In this article, we propose a pipeline to aid practitioners in analyzing clinical notes and revealing the pathways associated with this disease.
Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data
In our paper, we compare the performance of popular model prediction metric MSE and proposed reproducibility criterion Stability in evaluating four widely used feature selection methods in both simulations and experimental microbiome applications.
MINT: Mutual Information based Transductive Feature Selection for Genetic Trait Prediction
Whole genome prediction of complex phenotypic traits using high-density genotyping arrays has attracted a great deal of attention, as it is relevant to the fields of plant and animal breeding and genetic epidemiology.
