Cell screening method and device based on expression quantity prediction model, computer equipment and storage medium

The invention relates to a cell screening method and device based on an expression quantity prediction model, computer equipment and a storage medium. The method comprises the following steps: acquiring to-be-detected cell grey-scale maps respectively corresponding to a plurality of to-be-detected cells in a cell culture pool, and acquiring target cell texture features respectively corresponding to the plurality of to-be-detected cell grey-scale maps, wherein the target cell texture feature is an optimal cell texture feature determined from a plurality of cell texture features in advance; inputting the target cell texture features of the plurality of cells to be detected into a pre-trained expression quantity prediction model, and obtaining predicted protein expression quantities respectively corresponding to the plurality of cells to be detected according to the output of the expression quantity prediction model; according to the predicted protein expression quantity, determining thetarget cells with the pre