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BRAIN · AI Knowledge Graph
Interactive semantic map of a hybrid CNN + integrated non-local means architecture for brain MRI denoising, covering dataset preparation, model design, local and global feature extraction, Gaussian-noise experiments, evaluation metrics, ablation results, unseen-data generalisation and clinical future directions.