lazyslide.models.vision.CHIEFSlideEncoder

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lazyslide.models.vision.CHIEFSlideEncoder#

class CHIEFSlideEncoder(model_path=None, token=None)#

Bases: SlideEncoderModel

GitHub Paper Params: 1.2M AGPL-3.0 [Wang et al., 2024] Clinical Histopathology Imaging Evaluation Foundation (CHIEF)

encode_slide(embeddings, coords=None, **kwargs)#: Encode the slide using the CHIEF slide encoder. The embeddings should be a tensor of shape [B, T, N]. T is the number of tiles, and N is the feature dimension.