Kuncheng Song
Works (5)
Updated: September 9th, 2023 05:00
2023 journal article
Functional annotation of proteins for signaling network inference in non-model species
NATURE COMMUNICATIONS, 14(1).
www.nature.com (publisher PDF)
Sources: Web Of Science, ORCID
Added: September 5, 2023
2023 journal article
Leveraging Scheme for Cross-Study Microbiome Machine Learning Prediction and Feature Evaluations
BIOENGINEERING-BASEL, 10(2).
author keywords: feature selection; machine learning; microbiome; random forest; support vector machine; logistic regression
Sources: Web Of Science, ORCID
Added: February 10, 2023
2022 journal article
C3NA: correlation and consensus-based cross-taxonomy network analysis for compositional microbial data
BMC BIOINFORMATICS, 23(1).
author keywords: Co-occurrence network analysis; Microbiome; R package; Consensus clustering; Module preservation analysis
MeSH headings : Phylogeny; Consensus
Sources: Web Of Science, ORCID
Added: November 21, 2022
2021 personal communication
The COVID-19 Pandemic Vulnerability Index (PVI) Dashboard: Monitoring County-Level Vulnerability Using Visualization, Statistical Modeling, and Machine Learning
Marvel, S. W., House, J. S., Wheeler, M., Song, K., Zhou, Y.-H., Wright, F. A., … Reif, D. M. (2021, January).
MeSH headings : COVID-19 / epidemiology; Data Visualization; Health Status Indicators; Humans; Machine Learning; Models, Statistical; Vulnerable Populations
Sources: Web Of Science, ORCID
Added: March 22, 2021
2020 journal article
Systematic Comparisons for Composition Profiles, Taxonomic Levels, and Machine Learning Methods for Microbiome-Based Disease Prediction
FRONTIERS IN MOLECULAR BIOSCIENCES, 7.
author keywords: phenotype prediction; machine learning method; k-mers; operational taxonomic unit (OTU); amplicon sequence variant (ASV); phylogenetic analysis
Sources: Web Of Science, ORCID
Added: January 19, 2021
