DCTH-CF: dual-channel transformer hashing with co-attention fusion for medical image retrieval

Key Points

• 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.