Deep learning for extremity radiographs confounded by labels -- MEDICA - World Forum for Medicine

Deep learning for extremity radiographs confounded by labels

19.11.2021

Image:Grad-CAM heatmaps for deep learning models; Copyright: American Roentgen Ray Society (ARRS), American Journal of Roentgenology (AJR)

Grad-CAM heatmaps for deep learning models trained on (A) original radiograph, shows emphasis on laterality and/or technologist initial labels; (B) radiograph with label covered by black box, shows emphasis on anatomic features, such as bones.

Products and exhibitors around imaging

Image: Image of the human lung; Copyright: Messe Düsseldorf