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: 10.7150/ijms.51235

https://doi.org/10.7150/ijms.51235

Machining learning predicts the need for escalated care and mortality in COVID-19 patients from clinical variables

Cited by: 29
Author(s): Wei Hou, Zirun Zhao, Anne Chen, Haifang Li, Timothy Q. Duong
Published: almost 4 years ago

Software Mentions 7

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: h2o
R Interface for the 'H2O' Scalable Machine Learning Platform
Papers that mentioned: 43
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: h2o
H2O, Fast Scalable Machine Learning, for python
Papers that mentioned: 43
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207