Sample data processing method, device, electronic device and storage medium

Abstract

Embodiments of the present invention disclose a sample data processing method, apparatus, electronic device, and storage medium. The method includes: acquiring a sample medical image and a sample original label corresponding to the sample medical image; performing super-resolution processing on a sample medical image having a resolution lower than a preset resolution, and updating the sample medical image based on the super-resolution processed sample medical image; determining at least two target categories, and determining a subsample data set corresponding to each target category based on the sample medical image corresponding to each target category and the sample original label corresponding to each sample medical image; determining a sample data set to be processed in the subsample data set, and updating the sample data set to be processed for each sample data set through two-stage classification model training and testing; and determining a sample data set based on the updated subsample data set. Embodiments of the present invention improve the image quality of the sample medical images and the accuracy of the sample original labels.

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