The Acute COPD Exacerbation Prediction Tool (ACCEPT)


[Up] [Top]

Documentation for package ‘accept’ version 1.0.2

Help Pages

accept A flexible version of ACCEPT 2.0 model, which imputes predictors using MICE approach.
accept1 Predicts COPD exacerbation rate by severity level based on Acute COPD Exacerbation Tool (ACCEPT)
accept2 Predicts COPD exacerbation rate by severity level based on the updated accept2 model, which improves accuracy in patients without an exacerbation history.
handler_predict.accept_model Model handler functions for API endpoint
plotExacerbations Creates bar graph comparing no treatment with azithromycin treatment
plotHeatMap Creates heatmap of number of exacerbations
predict.accept_model Model predictions
predictCountProb Predicts probability of observing n exacerbations in the next year
samplePatients Sample Patient Characteristics Inputs
set_openai_api_key Set OpenAI API key
show_openai_api_key View saved openAI API key
vetiver_create_description.accept_model Create a vetiver model object description
vetiver_create_meta.accept_model Metadata constructors for 'vetiver_model()' object
vetiver_ptype.accept_model Create a vetiver input data prototype