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Mar, 2023
血液形态学中鲜明细胞分类的失衡域泛化
Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology
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Rao Muhammad Umer, Armin Gruber, Sayedali Shetab Boushehri, Christian Metak, Carsten Marr
TL;DR
本文介绍了一种针对不同细胞域之间数据分布不平衡和因噪声、神经元元素变化等因素引起的域移动问题的深度卷积神经网络。该方法在精确识别细胞分类方面表现出色,为实验室和诊所的应用提供了坚实的基础。
Abstract
Accurate morphological classification of
white blood cells
(WBCs) is an important step in the diagnosis of
leukemia
, a disease in which nonfunctional blast cells accumulate in the bone marrow. Recently,
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