Act Like a Pathologist: Tissue-Aware Whole Slide Image Reasoning
Researchers have developed a new framework called HistoSelect to improve the efficiency and accuracy of pathology question-answering systems. This framework mimics how human pathologists examine slides by first identifying question-relevant tissue regions and then selecting the most informative patches within those areas. HistoSelect significantly reduces the number of visual tokens needed, cutting usage by an average of 70% while enhancing accuracy across three pathology QA tasks. AI
IMPACT Improves efficiency and accuracy in pathology QA systems, potentially leading to more reliable diagnostic tools.