Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation

no code implementations • 6 Jul 2023 • Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

The adoption of UDA with multiple sources can simultaneously enrich the training set and bridge the domain gap between different skin lesion datasets, which vary due to distinct acquisition protocols.

Binary Classification Fairness +4