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: over 6 years ago

Software Mentions 16

cran: caret
Classification and Regression Training
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Very Likely Science (100)
cran: elasticnet
Elastic-Net for Sparse Estimation and Sparse PCA
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Very Likely Science (83)
cran: gbm
Generalized Boosted Regression Models
Papers that mentioned: 250
Very Likely Science (100)
cran: glmnet
Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607
Very Likely Science (100)
cran: haven
Import and Export 'SPSS', 'Stata' and 'SAS' Files
Papers that mentioned: 21
Very Likely Science (100)
cran: ipred
Improved Predictors
Papers that mentioned: 29
Very Likely Science (75)
cran: kernlab
Kernel-Based Machine Learning Lab
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cran: MASS
Support Functions and Datasets for Venables and Ripley's MASS
Papers that mentioned: 2,353
Very Likely Science (100)
cran: mgcv
Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
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cran: nnet
Feed-Forward Neural Networks and Multinomial Log-Linear Models
Papers that mentioned: 296
Very Likely Science (93)
cran: pROC
Display and Analyze ROC Curves
Papers that mentioned: 1,740
Very Likely Science (95)
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
Very Likely Science (100)
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
Very Likely Science (65)
pypi: gbm
Read and analyze GBM data
Papers that mentioned: 250
Very Likely Science (100)
pypi: glmnet
Python wrapper for glmnet
Papers that mentioned: 1,607
Very Likely Science (100)
pypi: haven
flask's style binary server framework
Papers that mentioned: 21
Likely Science (40)