Isarar Siddique

Histopathology AI models can achieve state-of-the-art cross-centre generalization while providing fully reconstructible, auditable spatial decisions.

Performance gaps in multilingual medical evaluations reveal that proprietary models outperform open-source ones, but translation quality can swing results dramatically.