Banner for the AI & Big Data Expo event series.

PRISM2 model uses clinical dialogue to interpret pathology slides

ai, AI (Artificial Intelligence), AI in Action, Artificial Intelligence, biogpt, biomarker prediction, cancer detection, Data Engineering & MLOps, Deep Dives, Features, gpt 4o, Healthcare, Healthcare & Wellness AI, How It Works, linear probing, medical, medical imaging, Microsoft, Multimodal AI, Natural Language Processing (NLP), paige, prism2, slide encoder, virchow2

Built by Paige and Microsoft, PRISM2 reads whole-slide images through a perceiver-based encoder trained jointly on tissue tiles and clinical dialogue drawn from pathology reports. The model aggregates thousands of tile embeddings per slide into one representation, then generates text that answers diagnostic questions rather than simply classifying pixels.  Training data spans 2.3 million whole-slide […]

PRISM2 model uses clinical dialogue to interpret pathology slides Read More »