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: 10.1371/journal.pntd.0007969

https://doi.org/10.1371/journal.pntd.0007969

Severity Index for Suspected Arbovirus (SISA): Machine learning for accurate prediction of hospitalization in subjects suspected of arboviral infection

Cited by: 10
Author(s): Rachel Sippy, Daniel F. Farrell, Daniel A. Lichtenstein, Ryan Nightingale, Megan Harris, Joseph Toth, Paris Hantztidiamantis, Nicholas Usher, Cinthya Cueva Aponte, Julio Barzallo Aguilar, Anthony Puthumana, Christina D. Lupone, Timothy P. Endy, Sadie J. Ryan, Anna M. Stewart-Ibarra
Published: almost 5 years ago

Software Mentions 16

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: elasticnet
Elastic-Net for Sparse Estimation and Sparse PCA
Papers that mentioned: 17
cran: gbm
Generalized Boosted Regression Models
Papers that mentioned: 250
cran: glmnet
Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607
cran: haven
Import and Export 'SPSS', 'Stata' and 'SAS' Files
Papers that mentioned: 21
cran: ipred
Improved Predictors
Papers that mentioned: 29
cran: kernlab
Kernel-Based Machine Learning Lab
Papers that mentioned: 157
cran: MASS
Support Functions and Datasets for Venables and Ripley's MASS
Papers that mentioned: 2,353
cran: mgcv
Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
Papers that mentioned: 1,251
cran: nnet
Feed-Forward Neural Networks and Multinomial Log-Linear Models
Papers that mentioned: 296
cran: pROC
Display and Analyze ROC Curves
Papers that mentioned: 1,740
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: gbm
Read and analyze GBM data
Papers that mentioned: 250
pypi: glmnet
Python wrapper for glmnet
Papers that mentioned: 1,607
pypi: haven
flask's style binary server framework
Papers that mentioned: 21