BREAKING
ConDSeg released on GitHub
Two long-standing challenges
Soft Boundary
Problem 1
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Gradual, ambiguous edges
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Worse in low contrast
Co-occurrence
Problem 2
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Small polyps near large ones
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Mistaken context learning
Contrast-driven pipeline
1
CR pretrain
↓
2
SID decouple
↓
3
CDFA fusion
↓
4
SA-Decoder
0
public datasets
0
modalities
0
mIoU on ISIC-2017
AAAI 2025, research use
Clinical validation next
AI NEWS BLITZ
A new general framework for medical image segmentation just landed on GitHub.