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MAGF: Multi-scale attention and gated fusion for multi-modal glaucoma grading | Synapse
March 3, 2026
MAGF: Multi-scale attention and gated fusion for multi-modal glaucoma grading
HC
Haixi Cheng
Xiamen University
CH
Chaoqun Hong
Xiamen University
BZ
Bo Zhang
Nanyang Technological University
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Puntos clave
Improved glaucoma grading accuracy was achieved through a multi-modal approach, leading to better detection.
The model utilizes multi-scale attention and gated fusion mechanisms to integrate data from various sources.
Observational analysis of data from glaucoma patients showed significant enhancements in grading precision and reliability.
These findings suggest the method may enable more accurate assessments, which are critical for disease management.
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Cheng et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75e2ac6e9836116a288fd
https://doi.org/https://doi.org/10.1016/j.eswa.2026.131388