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DESCRIPTION
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DESCRIPTION
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Package: Aphrodite
Type: Package
Title: Automated PHenotype Routine for Observational Definition Identification
Training and Evaluation (APHRODITE) - Phenotype building tool using Fuzzy labels
Version: 2.0
Date: 2018-10-1
Author: Juan M. Banda [aut, cre],
Kate Niehaus [aut],
Marc A. Suchard [aut],
Martijn J. Schuemie [aut]
Maintainer: Juan M. Banda <[email protected]>
Description: Aphrodite uses noisy class labels to create silver standard
training corpora to construct phenotype models in conjunction with expert
knowledge codified in existing ontologies and a comprehensive representation of
the patient clinical record to learn phenotype models.
License: Apache License 2.0 | file LICENSE
Depends:
R (>= 3.1.0),
data.table
Imports:
DatabaseConnector,
SqlRender,
shiny,
plyr,
caret,
pROC,
devtools,
knitr,
testthat
Suggests:
ggplot2
VignetteBuilder: knitr
RoxygenNote: 6.1.0