Yuan Liu

Detecting shortcut learning for fair medical AI using shortcut testing

2023 · 73 Zit. · Nature Communications

Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study

2024 · 27 Zit. · EClinicalMedicine

Evaluating medical AI systems in dermatology under uncertain ground truth

2025 · 1 Zit. · Medical Image Analysis