AI-enabled Mammography

AI-enabled Mammography

Breast cancer is the most common malignancy and leading cause of cancer deaths in women around the world. The preferred diagnostic and prevention method used to fight breast cancer is mammography, being effective, cheap, reliable and suitable for screening large...
Label-efficient panoptic segmentation

Label-efficient panoptic segmentation

Panoptic segmentation provides a comprehensive understanding of visual scenes by assigning each pixel a semantic class label and, for objects, an instance ID. While highly effective, traditional methods rely heavily on large-scale annotated datasets, posing...