Code for Large-Scale Study of Temporal Shift in Health Insurance Claims. Christina X Ji, Ahmed M Alaa, David Sontag. CHIL, 2023. https://arxiv.org/abs/2305.05087
To reproduce the experiments in this paper:
config.py to set the database name, schema, and output directories.data_extraction directory contains a pipeline to extract data for the large-scale study.temporal_shift_scan directory implements our algorithms to test and scan for temporal shift.The utils directory contains supporting functions. To reproduce our conda environment, run conda create --prefix NEWENV --file conda_env_pkgs.txt.
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