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: 10.2196/20840

https://doi.org/10.2196/20840

Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach

Cited by: 8
Author(s): Aaqib Shehzad, Kenneth Rockwood, Justin Stanley, Taylor Dunn, Susan E. Howlett
Published: about 4 years ago

Software Mentions 6

pypi: imbalanced-learn
Toolbox for imbalanced dataset in machine learning.
Papers that mentioned: 38
pypi: matplotlib
Python plotting package
Papers that mentioned: 1,045
pypi: numpy
Fundamental package for array computing in Python
Papers that mentioned: 832
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: scipy
Fundamental algorithms for scientific computing in Python
Papers that mentioned: 1,071