Federated Multi-view Learning for Private Medical Data Integration and Analysis
Federated Multi-view Learning for Private Medical Data Integration and Analysis
Along with the rapid expansion of information technology and digitalization of health data, there is an increasing concern on maintaining data privacy while garnering the benefits in the medical field. Two critical challenges are identified: First, medical data is naturally distributed across multiple local sites, making it difficult to collectively …