Frozen CT-CLIP representations plus a lightweight DeepSurv head outperform CoxPH and match or beat other multimodal baselines for lung-cancer survival on a 242-patient real-world cohort.
BMC medical research methodology18(1), 24 (2018)
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CT-CLIP Representations for Multimodal Lung Cancer Survival Prediction
Frozen CT-CLIP representations plus a lightweight DeepSurv head outperform CoxPH and match or beat other multimodal baselines for lung-cancer survival on a 242-patient real-world cohort.