A federated Pix2Pix model trained on data from three hospitals without sharing images generated synthetic CTs from CBCT on a fourth unseen hospital with MAE 75.22 HU, comparable to training centers.
Personalizing radiotherapy with adaptive radiotherapy: Interest and challenges
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A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck
A federated Pix2Pix model trained on data from three hospitals without sharing images generated synthetic CTs from CBCT on a fourth unseen hospital with MAE 75.22 HU, comparable to training centers.