TGMIL: A hybrid multi-instance learning model based on the Transformer and the Graph Attention Network for whole-slide images classification of renal cell carcinoma
Xinhuan Sun, Wuchao Li, Bangkang Fu, Yunsong Peng, Junjie He, Lihui Wang, Tongyin Yang, Xue Meng, Jin Li, Jinjing Wang, Ping Huang, Rongpin Wang, Rongpin Wang
Topics & Concepts
Computer sciencePoolingArtificial intelligencePattern recognition (psychology)Adjacency matrixGraphTransformerRenal cell carcinomaMachine learningData miningTheoretical computer sciencePathologyPhysicsQuantum mechanicsMedicineVoltageAI in cancer detectionImage Retrieval and Classification TechniquesDigital Imaging for Blood Diseases