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CLSENet: A Continuous Learning Semantic Enhancement Network for Medical Image Perception

2025-12-01

Abstract excerpt

<title>Abstract</title> <p>Medical image perception is crucial for clinical diagnostics and treatment planning, yet faces challenges in modeling long-range dependencies, computational efficiency, and adapting to evolving clinical needs without catastrophic forgetting. To address these issues, we propose a Continuous Learning Semantic Enhancement Network (CLSENet), which integrates Mamba-based architecture with ta...

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Literature Corpus work: 3f11e726-3dce-525e-90cf-c2cc8e264d42
DOI: 10.21203/rs.3.rs-8189104/v1

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