In this work, we present a novel approach to colorectal cancer tissue classification using Swin-Transformer V2 on the NCT-CRC-HE-100K dataset. This study is the first to apply Swin-Transformer V2 in this domain, leveraging its advanced architecture to achieve state-of-the-art performance. Bu...