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: 10.3389/fonc.2021.604584

https://doi.org/10.3389/fonc.2021.604584

Analysis of Gut Microbiome Using Explainable Machine Learning Predicts Risk of Diarrhea Associated With Tyrosine Kinase Inhibitor Neratinib: A Pilot Study

Cited by: 13
Author(s): Chi Wah Wong, Susan E. Yost, Jin Sung Lee, John D. Gillece, Megan Folkerts, Lauren Reining, Sarah K. Highlander, Zahra Eftekhari, Joanne Mortimer, Yuan Yuan
Published: over 3 years ago

Software Mentions 5

cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: scikit-learn
A set of python modules for machine learning and data mining
Papers that mentioned: 2,431
pypi: scipy
Fundamental algorithms for scientific computing in Python
Papers that mentioned: 1,071
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