Histopathological image recognition method and device, electronic equipment and storage medium

The invention provides a histopathologic image recognition method and device, electronic equipment and a storage medium, and belongs to the field of histopathologic image auxiliary diagnosis, and the method comprises the steps: obtaining a full-view slide image of psoriasis histopathologic, and extracting an image block corresponding to a main tissue region from the full-view slide image; the image blocks are input into a completely trained dichotomy model, a first prediction result corresponding to each image block is output, the dichotomy model is a model for predicting that the image block is psoriasis or normal tissue, and the first prediction result corresponding to each image block is displayed in a heat map form; and extracting a feature vector from the heat map, inputting the feature vector into a fully trained support vector machine model, and outputting a second prediction result corresponding to the full-view slide image. According to the method, the tissue pathology image can be accurately identif