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Co-assistant networks by pathology foundation model and convolutional neural network for gigapixel whole slide image analysis

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Multiple instance learning (MIL) with pre-trained models to extract patch-level features has been widely used in whole slide image (WSI) analysis to avoid expensive pixel-level annotations. Although pre-trained pathology foundation model (PFM) have achieved pr... ...