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GutCore model weights

GutCore is an endoscopy foundation model for whole-case gastric cancer analysis. See the medRxiv preprint and inference code.

Files

File	Contents
`GutCore-ViT-L.pth`	Pretrained image encoder state dictionary
`GutCore-GC.pth`	Fine-tuned encoder, gated attention aggregation, and cancer classifier state dictionary

Each .pth file is a flat dict[str, Tensor] containing model tensors only. Optimizer state, scheduler state, epochs, metrics, and training history are not included. The JSON files record architecture and inference configuration. SHA-256 digests are provided in checksums.sha256.

Official downloads are verified against the published SHA-256 checksums. Only load a local .pth file when you trust its source.

Download

The GutCore package downloads the immutable v0.1.0 revision automatically:

uv run gutcore-download --model all

Files can also be downloaded directly:

hf download SehunFromDaegu/GutCore \
  GutCore-ViT-L.pth GutCore-GC.pth \
  --revision v0.1.0

Intended use

The models are released for noncommercial academic research. They are not medical devices and must not be used for diagnosis, screening, prognosis, treatment selection, or patient management. See MODEL_CARD.md, LICENSE.md, and NOTICE.md before use or redistribution.

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