Thyroid cell auxiliary diagnosis method and device and storage medium

The invention discloses a thyroid cell auxiliary diagnosis method, thyroid cell auxiliary diagnosis equipment and a storage medium, and the method comprises the following steps: preparing a thyroid cell digital smear which is provided with a plurality of thyroid cells; the thyroid cells are classified through the classification network, cell types are identified, and the cell types comprise papillary thyroid carcinoma and thyroid follicular epithelial cells; carrying out cell nucleus segmentation on thyroid cells of which the cell types are papillary thyroid carcinoma and thyroid follicular epithelial cells, and extracting cell nucleus characteristics; and identifying the overall canceration degree of the digital smear according to the cell nucleus characteristics. According to the method, the thyroid puncture cytology smear is subjected to full analysis, all suspicious pathological cells are identified, and missed diagnosis and misdiagnosis conditions can be reduced to the greatest extent; on the other hand,