Leveraging modality-guided pre-training for dual-prompt-driven multi-cancer PET-CT segmentation
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PET-CT lesion segmentation remains challenging due to heterogeneous lesion appearance, small and dispersed lesions, physiological FDG uptake, and limited annotations. Existing self-supervised methods are mostly designed for unimodal imaging and therefore fail ... ...