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@@ -57,9 +57,8 @@ snapshot_download(
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  ```bibtex
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  @article{protopathway2026,
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- title = {ProtoPathway: Interpretable Multimodal Cancer Survival Prediction
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- via Prototype-Pathway Cross-Modal Attention},
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- author = {...},
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  year = {2026}
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  }
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  ```
 
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  ```bibtex
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  @article{protopathway2026,
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+ title = {ProtoPathway: Biologically Structured Prototype-Pathway Fusion for Multimodal Cancer Survival Prediction},
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+ author = {Amaya Gallagher-Syed, Costantino Pitzalis, Myles J. Lewis, Michael R. Barnes, Gregory Slabaugh},
 
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  year = {2026}
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  }
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  ```