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Foundation Encoders

Common pretrained encoders used across experiments include:

  • ResNet variants
  • EfficientNet
  • Vision Transformers
  • pathology-specific encoders where applicable

These provide patch embeddings used by MIL architectures.

Research documentation. Not clinical validation or regulatory clearance.