Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1038/s41598-019-45989-0

https://doi.org/10.1038/s41598-019-45989-0

Machine learning approaches to predict lupus disease activity from gene expression data

Cited by: 48
Author(s): Brian Kegerreis, Michelle D. Catalina, Prathyusha Bachali, Nicholas S. Geraci, Adam C. Labonte, Chen Zeng, Nathaniel Stearrett, Keith A. Crandall, Peter E. Lipsky, Amrie C. Grammer
Published: over 5 years ago

Software Mentions 7

bioconductor: GSVA

Gene Set Variation Analysis for microarray and RNA-seq data
Papers that mentioned: 893

cran: caret

Classification and Regression Training
Papers that mentioned: 630

cran: glmnet

Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607

cran: WGCNA

Weighted Correlation Network Analysis
Papers that mentioned: 3,479

pypi: caret

A Python Interface to Asterisk
Papers that mentioned: 630

pypi: glmnet

Python wrapper for glmnet
Papers that mentioned: 1,607

pypi: GSVA

Python CLI and module for running the GSVA R bioconductor package with Python Pandas inputs and outputs.
Papers that mentioned: 893