Full-automatic fluorescent scanner and method thereof

The invention discloses a full-automatic fluorescence scanner and a method thereof. The method comprises the following steps: acquiring a detection image acquired by a fluorescence microscope; and mining hidden feature information about the CTC cells in the detection image by adopting an artificial intelligence technology based on deep learning, and based on the hidden feature information, carrying out noise reduction on the detection image and carrying out full expression on the CTC cell features so as to improve the number detection accuracy of the CTC cells. 一种全自动荧光扫描仪及其方法，其获取由荧光显微镜采集的检测图像；采用基于深度学习的人工智能技术，挖掘所述检测图像中关于CTC细胞的隐含特征信息，基于此进行所述检测图像的降噪以及对所述CTC细胞特征进行充分表达，以提高对于CTC细胞的数量检测准确度。