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Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
2025-01-22
· ICLR 2025 Poster ·
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Findings
IC-531
CONCH's zero-shot encoders cannot discriminate survival risk, achieving near-random concordance index on pathology whole-slide images
IC-532
PLIP's zero-shot encoders produce random-guessing-level survival predictions and consistently underperform CONCH on pathology survival analysis