Executive Report on the Study of ccRCC Regulatory Mechanisms Using the SIRCLE Model Background Overview Clear Cell Renal Cell Carcinoma (ccRCC) is the most prevalent form of kidney cancer, accounting for 70% of renal malignancies. The development and progression of ccRCC involve intricate remodeling of the kidney epigenome, transcriptome, proteome,...

Representation Learning of Lung Cancer Based on Graph Neural Networks Background Introduction With the rapid development of digital pathology, image-based diagnostic systems are becoming increasingly important in precise pathological diagnosis. These systems rely on Multiple Instance Learning (MIL) technology for Whole Slide Images (WSIs). However,...