Publications by authors named "Krishna S Kalluri"
AMIA Annu Symp Proc
June 2021
Article Synopsis
- Phenotyping algorithms are key for clinical research using observational data, with manual algorithms like those from the eMERGE Network being the gold standard but labor-intensive to create.
- The authors propose a new framework that leverages the structure of eMERGE phenotype concept sets to streamline the development of novel phenotype definitions.
- By analyzing pairwise relationships in a concept graph and training models to predict connections, the framework helps identify candidate phenotype sets, which can then be used to construct new definitions efficiently.
