• Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI

    6 days ago - By EMBS

    Objective: To introduce an MRI in-plane resolution enhancement method that estimates High-Resolution MRIs from Low-Resolution MRIs. Method & Materials: Previous CNN-based MRI super-resolution methods cause loss of input image information due to the pooling layer. An Autoencoder-inspired Convolutional Network-based Super-resolution method was developed with the deconvolution layer that extrapolates the missing spatial...
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