Guangsheng Wu

Classifying Pathological Images Based on Multi-Instance Learning and End-to-End Attention Pooling

In order to address the issue that previous deep learning methods for classifying pathological images cannot adaptively learn features, we propose an end-to-end attention pooling method based on a multi-instance learning patch scoring model. Our method integrates feature extraction and classificatio…