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DCTH-CF: dual-channel transformer hashing with co-attention fusion for medical image retrieval | Synapse
March 3, 2026
DCTH-CF: dual-channel transformer hashing with co-attention fusion for medical image retrieval
LZ
Linlin Zhou
YJ
Yifan Jiang
WZ
Wei Zhang
Aviation Industry Corporation of China (China)
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Puntos clave
Medical image retrieval accuracy improves with dual-channel transformer hashing and co-attention fusion.
A 25% increase in retrieval accuracy was observed, reflecting significant advances in processing.
Deep learning techniques, particularly dual-channel transformer hashing, were applied to enhance retrieval efficiency.
This method highlights the need for improved algorithms in medical image management, addressing existing retrieval challenges.
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Cite This Study
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Zhou et al. (Sun,) studied this question.
synapsesocial.com/papers/69a76569badf0bb9e87d9028
https://doi.org/https://doi.org/10.1007/s13042-025-02863-y