This study presents an algorithm for automatic TLS classification in dual IHC-stained CRC slides using CD21 and CD23.In this study, we developed an algorithm to automatically classify TLS from conventional dual immunohistochemistry-stained whole-slide images (WSI) of CRC samples, using CD21-CD23 staining. Here, CR2 is linked to colorectal carcinoma.