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Project-MONAI / MONAI

AI Toolkit for Healthcare Imaging
https://monai.io/
Apache License 2.0
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Feature request: `AUCMLoss` #4609

Open Bing-su opened 2 years ago

Bing-su commented 2 years ago

Is your feature request related to a problem? Please describe. None

Describe the solution you'd like Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification

Could you please implement this loss function? I couldn't do it myself due to my lack of skills, and I thought it would be nice if it could be used in monai as it is related to medical image classification.

Describe alternatives you've considered None

Additional context None

JohnMasoner commented 2 years ago

hi @Bing-su ,

I'll try to add the AUCMLoss function in the weekend.

Thanks.