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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

AWS Machine Learning Blog

They were admitted to one of 335 units at 208 hospitals located throughout the US between 2014–2015. Due to the underlying heterogeneity and distributed nature of the data, it provides an ideal real-world example to test this FL framework. Define the model. We used the multi-hospital eICU dataset to test this deployment.

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