PheCAP

High-Throughput Phenotyping with EHR using a Common Automated Pipeline

CRAN Package

Implement surrogate-assisted feature extraction (SAFE) and common machine learning approaches to train and validate phenotyping models. Background and details about the methods can be found at Zhang et al. (2019) doi:10.1038/s41596-019-0227-6, Yu et al. (2017) doi:10.1093/jamia/ocw135, and Liao et al. (2015) doi:10.1136/bmj.h1885.

  • Version1.2.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release09/17/2020

Documentation


Team


Insights

Last 30 days

This package has been downloaded 164 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
10 downloadsFeb 14, 2025
1 downloadsFeb 15, 2025
2 downloadsFeb 16, 2025
7 downloadsFeb 17, 2025
6 downloadsFeb 18, 2025
5 downloadsFeb 19, 2025
12 downloadsFeb 20, 2025
11 downloadsFeb 21, 2025
3 downloadsFeb 22, 2025
11 downloadsFeb 23, 2025
4 downloadsFeb 24, 2025
4 downloadsFeb 25, 2025
8 downloadsFeb 26, 2025
0 downloadsFeb 27, 2025
3 downloadsFeb 28, 2025
8 downloadsMar 1, 2025
6 downloadsMar 2, 2025
3 downloadsMar 3, 2025
10 downloadsMar 4, 2025
5 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
6 downloadsMar 8, 2025
0 downloadsMar 9, 2025
3 downloadsMar 10, 2025
9 downloadsMar 11, 2025
5 downloadsMar 12, 2025
8 downloadsMar 13, 2025
2 downloadsMar 14, 2025
5 downloadsMar 15, 2025
0
12

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,129 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 28 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests6 packages