predtools - Prediction Model Tools

Provides additional functions for evaluating predictive models, including plotting calibration curves and model-based Receiver Operating Characteristic (mROC) based on Sadatsafavi et al (2021) <arXiv:2003.00316>.

Last updated 1 years ago

6.66 score 8 stars 71 scripts 373 downloads

accept - The Acute COPD Exacerbation Prediction Tool (ACCEPT)

Allows clinicians to predict the rate and severity of future acute exacerbation in Chronic Obstructive Pulmonary Disease (COPD) patients, based on the clinical prediction models published in Adibi et al. (2020) <doi:10.1016/S2213-2600(19)30397-2> and Safari et al. (2022) <doi:10.1016/j.eclinm.2022.101574>.

Last updated 1 years ago

4.46 score 9 stars 16 scripts 364 downloads

peermodels - Client-Side R API Wrapper for Peer Models Network Model Repository

Enables direct cloud access to health care decision models hosted on the PRISM server of the Peer Models Network.

Last updated 3 years ago

1.98 score 19 scripts 231 downloads

codexcopd - The CODEX (Comorbidity, Obstruction, Dyspnea, and Previous Severe Exacerbations) Index: Short and Medium-Term Prognosis in Patients Hospitalized for Chronic Obstructive Pulmonary Disease (COPD) Exacerbations

Predicts 3 to 12 months prognosis in Chronic Obstructive Pulmonary Disease (COPD) patients hospitalized for severe exacerbations, as described in Almagro et al. (2014) <doi:10.1378/chest.13-1328>.

Last updated 5 years ago

1.70 score 140 downloads

cfmortality - Cystic Fibrosis Survival Prediction Model Based on Stanojevic Model

Allows clinicians to predict survival probabilities over the next two years for cystic fibrosis patients, based on the clinical prediction models published in Stanojevic et al. (2019) <doi:10.1183/13993003.00224-2019>.

Last updated 5 years ago

1.70 score 201 downloads