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Image Credit: Arxiv

Multimodal Survival Modeling in the Age of Foundation Models

  • The Cancer Genome Atlas (TCGA) has facilitated new discoveries with its genomics, clinical, and image data.
  • Researchers are exploring the use of foundation models (FMs) for survival prediction models using TCGA data.
  • They are focusing on incorporating free-text pathology reports and evaluating the impact of model-based text summarization.
  • Multimodal survival models leveraging FMs show promise in improving prediction accuracy.

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