Zeju Li (@ZerojumpLine)
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ZerojumpLine

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Top repositories

1

OverfittingUnderClassImbalance

[MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.
Python
21
star
2

DecGAN

[MICCAI2019 & TMI2020] Chest X-Ray Decomposition with Unpaired CT Knowledge.
Python
18
star
3

CoLab

[TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.
Python
15
star
4

DeepVolume

[TCybern2019] Brain MRI Super-Resolution based on Thick-Section MR Images from Two Planes.
Python
11
star
5

ModelEvaluationUnderClassImbalance

[MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.
Jupyter Notebook
10
star
6

JCSAugment

[TMI2023] Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation.
Jupyter Notebook
4
star
7

Image-Denoising

[Challenge] The winning method of Huawei UK Image Denoising Challenge 2018.
Python
3
star
8

Robust-Medical-Segmentation

Jupyter Notebook
2
star
9

MOVAL

Python
2
star
10

Robust-Skin-Lesion-Classification

Skin lesion classification datasets from different sources. (Data downloading&Preprocessing&Training)
Jupyter Notebook
1
star