Purpose To develop an anthropomorphic diagnosis system of pulmonary nodules (PN) based on Deep learning (DL) that is trained by weak annotation data and has comparable performance to full-annotation based diagnosis systems.

中文翻译：

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基于弱注释的深度学习的拟人化肺结节诊断系统

目的开发基于深度学习（DL）的拟人化肺结节（PN）诊断系统，该系统通过弱注释数据进行训练，并且具有与基于全注释的诊断系统相当的性能。