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OverfittingUnderClassImbalance
[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.DecGAN
[MICCAI2019 & TMI2020] Chest X-Ray Decomposition with Unpaired CT Knowledge.CoLab
[TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.DeepVolume
[TCybern2019] Brain MRI Super-Resolution based on Thick-Section MR Images from Two Planes.ModelEvaluationUnderClassImbalance
[MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.JCSAugment
[TMI2023] Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.Image-Denoising
[Challenge] The winning method of Huawei UK Image Denoising Challenge 2018.Robust-Medical-Segmentation
Robust-Skin-Lesion-Classification
Skin lesion classification datasets from different sources. (Data downloading&Preprocessing&Training)Love Open Source and this site? Check out how you can help us