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https://github.com/sol-eng/largemedclaims

Last synced: 3 months ago
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Host: GitHub
URL: https://github.com/sol-eng/largemedclaims
Owner: sol-eng
License: mit
Archived: true
Created: 2020-04-06T08:21:00.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2022-12-08T04:00:15.000Z (almost 2 years ago)
Last Synced: 2024-06-04T23:56:46.796Z (5 months ago)
Language: R
Size: 67.4 KB
Stars: 3
Watchers: 1
Forks: 1
Open Issues: 8
Metadata Files:
- Readme: README.md
- License: LICENSE.md

Awesome Lists containing this project

jimsghstars - sol-eng/largemedclaims - (R)

README

        
# Sample RMarkdown and plumber workflows for Health Claims

[![R build status](https://github.com/kasaai/largemedclaims/workflows/Report/badge.svg)](https://github.com/kasaai/largemedclaims/actions)[![R build status](https://github.com/kasaai/largemedclaims/workflows/API/badge.svg)](https://github.com/kasaai/largemedclaims/actions)

This repository contains a couple examples demonstrating [RMarkdown](https://rmarkdown.rstudio.com/)

and [plumber](https://www.rplumber.io/).

- `reports/`: A Paid Charges Exceeding Deductible Amounts report, aggreated by

ICD codes. The deductible amount is a parameter that can be set by the end user.

    - https://colorado.rstudio.com/rsc/med-claims-summary/sample_report.html

- `ml_api/`: A TensorFlow model for predicting claims costs using various

claims characteristics, exposed via a plumber API.

    - https://colorado.rstudio.com/rsc/large_claims_model/

    

In our example, the assets are deployed via GitHub Actions (see `.github/workflows/`)

to [RStudio Connect](https://rstudio.com/products/connect/), but other frameworks,

such as Travis and Jenkins, or manual deployemnt, can also be used.