output
20132022
most citedDetecting Shortcut Learning for Fair Medical AI using Shortcut Testing

101 citations

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cs.LG2022★ 101 cited

Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing

Alexander Brown, Nenad Tomasev, Jan Freyberg +3

Machine learning (ML) holds great promise for improving healthcare, but it is critical to ensure that its use will not propagate or amplify health disparities. An important step is…