RetiWave-Mamba: A Dual-Stream Network for Retinal Disease Detection based on Multi-scale Context and Feature-Adaptive Mamba Projection

Name: RetiWave-Mamba: A Dual-Stream Network for Retinal Disease Detection based on Multi-scale Context and Feature-Adaptive Mamba Projection
Uploaded: 2026-10-06T11:05:03.530133+00:00
Duration: 384 s
Description: RetiWave-Mamba is a dual-stream network for detecting retinal diseases in OCT images. It combines processing global structure via a low-frequency stream with fine details from a high-frequency stream using Mamba. This hybrid approach robustly handles noise and varying lesion sizes, achieving 98.25% accuracy on the OCT-C8 dataset.

RetiWave-Mamba is a dual-stream network for detecting retinal diseases in OCT images. It combines processing global structure via a low-frequency stream with fine details from a high-frequency stream using Mamba. This hybrid approach robustly handles noise and varying lesion sizes, achieving 98.25% accuracy on the OCT-C8 dataset.

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