Deep learning has transformed diffusion MRI analysis by providing data-driven frameworks that overcome limitations of traditional model-based and statistical methods. Convolutional neural networks ...
A comprehensive new review traces how diffusion models, the generative engines behind modern image synthesis, have become the ...
A new deep learning model that embeds Turing-inspired reaction-diffusion mathematics and attention mechanisms into a ResNet50 backbone classifies dermoscopic images of melanoma and benign nevi with ...
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