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cs.CV2020★ 20 cited
ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms
Hemant Kumar Aggarwal, Aniket Pramanik, Maneesh John +1
Image reconstruction using deep learning algorithms offers improved reconstruction quality and lower reconstruction time than classical compressed sensing and model-based algorithm…
eess.IV2020
Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI
Merry P. Mani, Hemant K. Aggarwal, Sanjay Ghosh +1
We propose a model-based deep learning architecture for the reconstruction of highly accelerated diffusion magnetic resonance imaging (MRI) that enables high resolution imaging. Th…