CT Foundation embeddings predict 2-year distant metastasis in head and neck cancer with AUC 0.791, matching radiomics-plus-deep-learning (0.794) while requiring no tumor contours.
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Comparing the Performance of Foundation Model Derived Embeddings with Traditional Approaches for Distant Metastasis Prediction in Head and Neck Cancer
CT Foundation embeddings predict 2-year distant metastasis in head and neck cancer with AUC 0.791, matching radiomics-plus-deep-learning (0.794) while requiring no tumor contours.