Zhi Huang

A model trained on pathologists' pan-and-zoom logs caught every cancer-positive slide

A July Nature paper tested whether a general-purpose vision-language model reads a billion-pixel slide better when it searches the way a pathologist does, panning at low magnification before zooming in. The test set was lymph node tissue.