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CT imaging 1deep learning 1distant metastasis prediction 1foundation models 1head and neck cancer 1radiomics 1

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cs.CV2026

Comparing the Performance of Foundation Model Derived Embeddings with Traditional Approaches for Distant Metastasis Prediction in Head and Neck Cancer

Erich Schmitz, Meixu Chen, Bowen Jing +1

The study evaluates CT foundation model embeddings for predicting distant metastasis in head and neck cancer and finds they outperform traditional radiomics and deep‑learning featu…