ZerojumpLine/OverfittingUnderClassImbalance

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Language
Python
License
MIT License
Created about 4 years ago
Updated about 1 year ago

ZerojumpLine/OverfittingUnderClassImbalance

ZerojumpLine

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[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.

Jupyter Notebook

JCSAugment

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

Jupyter Notebook

Image-Denoising

[Challenge] The winning method of Huawei UK Image Denoising Challenge 2018.

Robust-Medical-Segmentation

Jupyter Notebook

MOVAL

Robust-Skin-Lesion-Classification

Skin lesion classification datasets from different sources. (Data downloading&Preprocessing&Training)

Jupyter Notebook