Jun, 2023
具备部分标注乳腺癌超声图像的弱监督病变检测和诊断
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images
Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang...
TL;DR本文提出了一种基于弱监督学习的 Two-Stage Detection and Diagnosis Network (TSDDNet),用于增强乳腺癌超声计算机辅助诊断的精确性,通过优化检测网络和分类网络,使模型在病灶检测和诊断任务中达到最佳表现。