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Feb, 2022
类别距离加权交叉熵损失用于溃疡性结肠炎严重程度评估
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
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Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug...
TL;DR
研究使用新的损失函数: 类距加权交叉熵(CDW-CE),从而更好地训练用于测量溃疡性结肠炎内窥镜活动的评分系统的深度学习模型,该方法考虑到分类之间的距离和顺序,从而在实验评价和领域专家中优于传统的分类交叉熵损失和其他常用损失函数。
Abstract
Endoscopic Mayo score and
ulcerative colitis
Endoscopic Index of Severity are commonly used scoring systems for the assessment of endoscopic severity of
ulcerative colitis
. They are based on assigning a score in
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