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Diffusion model-based imbalanced diabetic retinal image classification

delete2025-11-01
delete0
PRE
AI
Y
Yu Chen *
刘
刘扬 (Yang Liu)
J
Jun Long
T
TingBo Bao
DOI：10.1016/j.imavis.2025.105805delete
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Abstract

Abstract

En 中文
• TCG-DiffDRC enhances diabetic retinopathy classification with three feature branches. • Triple-Granularity Conditional Guidance System enhances feature interpretability. • Classification-Guided Noise Adjustment balances flexibility and stability. • Embedding the segmentation mask improves robustness and prevents overfitting.

Journal

Image and Vision Computing cover
Image and Vision Computing
IF:
4.2
Papers:
4.0K
Citations:
6.7K

Organization

N
Northeast Forestry University
Scholars:
3.5K
Papers: 963
Citations: 1.3W