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A multi-task and explainable swin transformer framework for cross-scale computational pathology in gastrointestinal cancer

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Background: Accurate identification and segmentation of tumor and microenvironment features in gastrointestinal cancer (GC) pathology images are crucial for diagnosis, yet challenging for traditional methods. This study aims to d... ...