In data-driven medical research, multi-center studies have long been preferred over single-center ones due to a single institute sometimes not having enough data obtain sufficient statistical power for certain hypothesis testings as well predictive and subgroup studies. The wide adoption of electronic health records (EHRs) has made multi-institutional collaboration much more feasible. However, ...