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    PHF<sup>3</sup> Technique: A Pyramid Hybrid Feature Fusion Framework for Severity Classification of Ulcerative Colitis Using Endoscopic Images by Jing Qi, Guangcong Ruan, Jia Liu, Yi Yang, Qian Cao, Yanling Wei, Yongjian Nian

    Published in Bioengineering (2022-11-01)
    “…Specifically, the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mrow><mi>PHF</mi></mrow><mn>3</mn></msup></semantics></math></inline-formula> model has a dual-branch hybrid architecture with ResNet50 and a pyramid vision Transformer (PvT), where the local features extracted by ResNet50 represent the relationship between the intestinal wall at the near-shot point and its depth, and the global representations modeled by the PvT capture similar information in the cross-section of the intestinal cavity. …”
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