Development and validation of artificial intelligence-based model for bladder cancer immunophenotyping using whole slide images - PubMed
2 hours ago
- #Immunophenotyping
- #Artificial Intelligence
- #Bladder Cancer
- An AI system for bladder cancer immunophenotyping from H&E-stained slides was developed and validated.
- The model uses nuclear classification and spatial cellular interaction modeling to achieve high accuracy.
- It outperformed pathologists and improved junior pathologists' accuracy, while reducing review time.
- Predicted inflamed tumors correlated with higher immune cell infiltration and immunotherapy response.