Titlebook: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023; 26th International C Hayit Greenspan,Anant Madabhushi,Russell Tay

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Medical Image Computing and Computer Assisted Intervention – MICCAI 202326th International C

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GRACE: A Generalized and?Personalized Federated Learning Method for?Medical Imagingfrom overfitting. Simultaneously, GRACE employs a consistency-enhanced re-weighting aggregation to calibrate the uploaded gradients on the server side for better generalization. Extensive experiments on two medical image benchmarks demonstrate the superiority of our method under various GPFL setting

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DRMC: A Generalist Model with?Dynamic Routing for?Multi-center PET Image Synthesiserference, we introduce a novel dynamic routing strategy with cross-layer connections that routes data from different centers to different experts. Experiments show that our generalist model with dynamic routing (DRMC) exhibits excellent generalizability across centers. Code and data are available a

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