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Aug, 2024
BCDNet:一种用于乳腺癌检测的卷积神经网络
BCDNet: A Convolutional Neural Network For Breast Cancer Detection
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Yujia Lin, Aiwei Lian, Mingyu Liao, Yipeng Liu
TL;DR
本研究解决了乳腺癌,尤其是侵袭性导管癌(IDC)的早期准确诊断问题。提出的BCDNet卷积神经网络模型在组织病理图像中实现了89.5%的高准确率,并有效减少了训练时间。这一成果具有潜在的临床应用价值,有望提高乳腺癌的检测效率。
Abstract
Previous research has established that
Breast Cancer
is a prevalent cancer type, with Invasive Ductal Carcinoma (IDC) being the most common subtype. The incidence of this dangerous cancer continues to rise, making accurate and rapid
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