This repository contains data, code and experiment instances for the paper "Federated Learning for Helthcare Data Collaboration" submitted to the ASCE Journal of Risk and Uncertainty in Engineering Systems. It contains packages from the repositories https://github.com/csong27/membership-inference and https://github.com/tensorflow/federated. The code is compatible with TensorFlow Federates version 0.4.0