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Ruomeng Yin

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Articles

MIST: multiple instance learning network based on Swin Transformer for whole slide image classification of colorectal adenomas

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By Hongbin Cai, Xiaobing Feng, Ruomeng Yin, Youcai Zhao
| Wiley Online Library Verified
Abstract Colorectal adenoma is a recognized precancerous lesion of colorectal cancer (CRC), and at least 80% of colorectal cancers are malignantly transformed from it. Therefore, it is essential to distinguish benign from malignant adenomas in the early screening of colorectal cancer. Many deep learning computational pathology studies based on whole slide images (WSIs) have been proposed.
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