IEEE

M3amba: Memory Mamba is All You Need for Whole Slide Image Classification

Abstract: Multi-instance learning (MIL) has demonstrated impressive performance in whole slide image (WSI) analysis. However, existing approaches struggle with undesirable results and unbearable ...
GitHub

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

This work is supported by the National Natural Science Foundation of China (NSFC) under Grant No.62476049. Some parts of codes in this repo are adapted from the following amazing works. We thank the ...

Children heard screaming for help after giant landslide buries campsite in New Zealand

Several campers, including children, are feared to be buried in rubble after a huge landslide destroyed a holiday campsite in ...
IEEE

Multi-Scale Efficient Graph-Transformer for Whole Slide Image Classification

Abstract: The multi-scale information among the whole slide images (WSIs) is essential for cancer diagnosis. Although the existing multi-scale vision Transformer has shown its effectiveness for ...