This article discusses the use of federated learning in the healthcare industry 5.0 to protect sensitive data while improving machine learning models. The proposed self-adaptive framework allows for collaboration between multiple parties at different levels of the healthcare ecosystem. By combining federated learning with deep machine learning models, accurate predictions for multidisciplinary cancer diseases can be made in the smart healthcare industry 5.0.
