most citedData Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset

78 citations · 78 across the 1 of their papers we have counts for

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cs.LG2020★ 78 cited

Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset

Siyi Tang, Amirata Ghorbani, Rikiya Yamashita +4

The reliability of machine learning models can be compromised when trained on low quality data. Many large-scale medical imaging datasets contain low quality labels extracted from…