Privacy-Preserving, Communication-Efficient, and Target-Flexible Hospital Quality Measurement
隐私保护、通信高效且目标灵活的医院质量测量
Integrating information from multiple data sources can enable more precise, timely, and generalizable decisions. However, it is challenging to make valid causal inferences using observational data from multiple data sources. For example, in healthcare, learning from electronic health records contained in different hospitals is desirable but difficult due to heterogeneity in patient case mix, differences in treatment guidelines, and data privacy regulations that preclude…