jGuy's Severe Asthma Centre, Guy's and St Thomas’ NHS Trust, London, UK kAsthma UK Centre, School of Immunology and Microbial Sciences, King's College London, London, UK rLate Respiratory and ...

Abstract: Federated learning (FL), dedicated to ensuring interclient data privacy and leveraging the private data among clients to collectively train global models, has seen widespread research in ...