Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:R_package
|
| gptkbp:availableOn |
gptkb:CRAN
|
| gptkbp:developedBy |
gptkb:OHDSI
|
| gptkbp:documentation |
https://ohdsi.github.io/PatientLevelPrediction/
|
| gptkbp:enables |
gptkb:machine_learning
model evaluation model development model calibration external validation model discrimination model explanation model transportability risk prediction |
| gptkbp:language |
R
|
| gptkbp:license |
Apache 2.0
|
| gptkbp:relatedTo |
OHDSI Patient-Level Prediction Framework
|
| gptkbp:repository |
https://github.com/OHDSI/PatientLevelPrediction
|
| gptkbp:supports |
gptkb:lasso_regression
gptkb:OMOP_Common_Data_Model neural networks decision trees gradient boosting logistic regression random forest custom algorithms |
| gptkbp:usedFor |
patient-level prediction modeling
|
| gptkbp:usedIn |
epidemiology
clinical decision support healthcare research outcome prediction |
| gptkbp:bfsParent |
gptkb:OHDSI
|
| gptkbp:bfsLayer |
7
|
| https://www.w3.org/2000/01/rdf-schema#label |
PatientLevelPrediction
|