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Improving early liver metastasis detection in colorectal cancer using a weighted ensemble of ResNet50 and swin transformer: a KHCC study

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Colorectal cancer represents the third most diagnosed malignancy globally, with liver metastasis occurring in approximately 50-60% of patients following initial treatment. Current surveillance strategies utilizing carcinoembryonic antigen monitoring and interv... ...