accept2 | R Documentation |
Predicts COPD exacerbation rate by severity level based on the updated accept2 model, which improves accuracy in patients without an exacerbation history.
accept2(
patientData,
random_sampling_N = 100,
lastYrExacCol = "LastYrExacCount",
lastYrSevExacCol = "LastYrSevExacCount",
KeepSGRQ = TRUE,
KeepMeds = TRUE,
...
)
patientData |
patient data matrix. Can have one or many patients in it |
random_sampling_N |
number of random sampling. Default is 100. |
lastYrExacCol |
the column specifying last year all exacerbation count |
lastYrSevExacCol |
the column specifying last year severe exacerbation count |
KeepSGRQ |
default is TRUE. If set to false, the reduced model without SGRQ will be used. |
KeepMeds |
default is TRUE. If set to false, the reduced model without medication predictors will be used. |
... |
for backward compatibility |
patientData with prediction
results <- accept2(samplePatients)
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