MCU-RE: Integrating visual state space and local dependencies for retinal edema segmentation

Published: 01 Jan 2025, Last Modified: 01 Jul 2025Biomed. Signal Process. Control. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•MCU-RE: First VSS-CNN fusion for retinal edema segmentation, capturing global & local features for accurate multi-lesion detection in OCT.•DIMC block: Enables multi-scale fusion for small/rare lesions (PED, SRF), enhancing segmentation in complex images.•Achieved SOTA on AI Challenger & RETOUCH datasets across devices, boosting DSC/IoU over existing methods.
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