AI breast cancer screening algorithm shows gender bias; synthetic images offer fix

Researchers created high-resolution synthetic mammograms to retrain AI cancer detection systems, reducing performance gaps across demographic groups. The approach addresses a critical liability: medical AI systems that miss tumors in certain populations expose healthcare providers to litigation while widening care disparities.

Originaltitel: High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection