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: 10.1186/s12933-019-0879-0

https://doi.org/10.1186/s12933-019-0879-0

Machine-learning to stratify diabetic patients using novel cardiac biomarkers and integrative genomics

Cited by: 45
Author(s): Quincy A. Hathaway, Skyler M. Roth, Mark V. Pinti, Daniel C. Sprando, Amina Kunovac, Andrya J. Durr, Chris C. Cook, Garrett K. Fink, Tristen B. Cheuvront, Jasmine H. Grossman, Ghadah A. Aljahli, Andrew Taylor, Andrew Giromini, Jessica L. Allen, John M. Hollander
Published: over 5 years ago

Software Mentions 6

cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: learn
A simple printer of nested lines
Papers that mentioned: 154
pypi: pandas
Powerful data structures for data analysis, time series, and statistics
Papers that mentioned: 640
pypi: scikit-learn
A set of python modules for machine learning and data mining
Papers that mentioned: 2,431
pypi: shap
A unified approach to explain the output of any machine learning model.
Papers that mentioned: 13
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207