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Low-dimensional-Structure Self-Learning and Thresholding (LOST): Regularization Beyond Compressed Sensing for MRI Reconstruction

An improved image reconstruction method from undersampled k-space data, “LOw-dimensional-structure Self-learning and Thresholding (LOST),” which utilizes the structure from the underlying image is presented. A low resolution image from the fully-sampled k-space center is reconstructed to learn image...

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Autores principales: Akçakaya, Mehmet, Basha, Tamer A., Goddu, Beth, Goepfert, Lois A., Kissinger, Kraig V., Tarokh, Vahid, Manning, Warren J., Nezafat, Reza
Formato: Artigo
Lenguaje:Inglês
Publicado: 2011
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4212512/
https://ncbi.nlm.nih.gov/pubmed/21465542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.22841
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