Slice image processing method and device, computer equipment and storage medium

The invention relates to a slice image processing method and device, computer equipment and a storage medium. The method comprises the following steps: segmenting a slice image into a plurality of cell images according to acquired image segmentation parameters; inputting the cell image into the trained convolutional neural network model; obtaining classification probability data, and according tothe classification probability data, determining a classification category corresponding to the cell image, then counting the number of cell images of an abnormal category in the slice image, calculating the proportion data of the counted number of cell images in the total number of cell images, and when the proportion data is greater than a preset proportion threshold, marking the slice image asan abnormal slice image. On one hand, detailed analysis is carried out by segmenting the slice image. The overall analysis accuracy of the slice image is improved. On the other hand, classification accuracy of a single cell im