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1. MOVAL MOVAL Public

   Estimating Performance for Safe Deployment of Machine Learning Models

   Python 2

2. SEVAL SEVAL Public

   Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning

   Python 5

3. JCSAugment JCSAugment Public

   [TMI2023] Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.

   Jupyter Notebook 6 2

4. CoLab CoLab Public

   [TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.

   Python 19 2

5. ModelEvaluationUnderClassImbalance ModelEvaluationUnderClassImbalance Public

   [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.

   Jupyter Notebook 12 1

6. OverfittingUnderClassImbalance OverfittingUnderClassImbalance Public

   [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.

   Python 22 2