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  # Aegis Stage 2 — OncoTree Subtype Classifier (ResNet-50)
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- **Aegis Stage 2** is a high-performance deep learning model trained on **10,986 real histopathology tiles** across 8 mapped data sources to perform fine-grained cancer subtype categorization according to the **MSK OncoTree Taxonomy**.
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  - **Architecture**: ResNet-50 (`timm`)
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  - **Total Parameters**: 23,526,473 (~23.53 Million)
 
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  # Aegis Stage 2 — OncoTree Subtype Classifier (ResNet-50)
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+ **Aegis Stage 2** is a high-performance deep learning model trained on **10,986 real histopathology tiles** across 8 mapped data sources to perform fine-grained cancer subtype categorization model.
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  - **Architecture**: ResNet-50 (`timm`)
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  - **Total Parameters**: 23,526,473 (~23.53 Million)