METHOD AND ELECTRONIC DEVICE FOR PREDICTING PATCH-LEVEL GENE EXPRESSION FROM HISTOLOGY IMAGE BY USING ARTIFICIAL INTELLIGENCE MODEL

A method, performed by an electronic device, of predicting gene expression from a histology image by using an artificial intelligence model may include identifying a first patch of the histology image divided into a plurality of patches, initial feature data of the first patch, and initial feature data of a second patch of the histology image, extracting global feature data of the first patch based on the initial feature data of the first patch and the initial feature data of the second patch, by using a first artificial intelligence model, extracting local feature data of the first patch from the first patch by using a second artificial intelligence model, and predicting a gene expression value for the first patch based on the global feature data of the first patch and the local feature data of the first patch, by using a third artificial intelligence model.