Portrai Inc.

Kwon Joong Na

Young Tae Kim

Hongyoon Choi

An apparatus for predicting cell type enrichment from tissue images based on spatially resolved gene expression information comprises: a communication module receiving tissue images of a test object; a memory storing a program for predicting cell type enrichment information from the tissue images; and a processor executing the program. The program predicts the cell type enrichment information by inputting the tissue images to a cell type enrichment prediction model which is trained using training data that consists of spatially resolved transcriptome information and tissue images spatially aligned with the spatially resolved transcriptome information. The spatially resolved transcriptome information includes: transcriptome data including spatial information; and tissue image data sharing the spatial information. The spatial information refers to position information about multiple spots arranged in a two-dimensional plane in the tissue image data, and includes the coordinates of each of the spots.

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Seoul, South Korea

Kwon Joong Na