Cytology sample image quality control method and system and storage medium

• Main Authors: PENG LINGGAN, LI SHENGNAN, SHANG BIN, WANG RUNFA
• Format: Patent
• Language: Chinese; English
• Published: 12.08.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The invention discloses a cytology sample image quality control method and system and a storage medium, and the method comprises the following steps: collecting a sample image, carrying out the preprocessing of the sample image, and obtaining a quality control range and patch blocks of the sample image after the preprocessing; image classification is carried out on the patch blocks, rough classification is carried out on the patch blocks through a classification network in the image classification, and a class of image features are obtained; performing target detection on the patch block, wherein the target detection is used for identifying a second-class image feature in the patch block; performing image processing on the patch blocks, wherein the image processing is used for performing feature extraction on the patch blocks; according to the results of the image classification, the target detection and the image processing, performing secondary classification on patch blocks; and evaluating the quality of t