Cell image classification method, image classification system, electronic equipment and storage medium

• Main Authors: WANG WEI, LIU JIANG, HIGASHIDA RISA, LIN HUIYAN, ZHANG YINGLIN, XI RUILING
• Format: Patent
• Language: Chinese; English
• Published: 10.01.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention provides a cell image classification method, an image classification system, electronic equipment and a storage medium, and belongs to the technical field of image processing. The method comprises the following steps: acquiring an original cell image, and inputting the original cell image into a pre-trained image segmentation model for image segmentation to obtain a cell segmentation map and a cell segmentation probability; obtaining a cell uncertainty information graph according to a cell segmentation graph and the cell segmentation probability; sending the cell uncertainty information graph to the client, and receiving a decision signal returned by the client according to the cell uncertainty information graph; updating the cell uncertainty information graph by responding to the decision signal; and processing the cell segmentation map according to the updated cell uncertainty information map to obtain a cell classification map. According to the embodiment of the invention, the accuracy of cel