Qiu Bi

MAMILNet: advancing precision oncology with multi-scale attentional multi-instance learning for whole slide image analysis

2024 · Frontiers in Oncology

Background: Whole Slide Image (WSI) analysis, driven by deep learning algorithms, has the potential to revolutionize tumor detection, classification, and treatment response prediction. However, challenges persist, such as limited model generalizability across various cancer types, …