<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Whole Image Synthesis Using a Deep Encoder-Decoder Network"^^ . "The synthesis of medical images is an intensity transformation of a given modality in a way that represents an acquisition with a different modality (in the context of MRI this represents the synthesis of images originating from different MR sequences). Most methods follow a patch-based approach, which is computationally inefficient during synthesis and requires some sort of ‘fusion’ to synthesize a whole image from patch-level results. In this paper, we present a whole image synthesis approach that relies on deep neural networks. Our architecture resembles those of encoder-decoder networks, which aims to synthesize a source MRI modality to an other target MRI modality. The proposed method is computationally fast, it doesn’t require extensive amounts of memory, and produces comparable results to recent patch-based approaches."^^ . "2016" . "9968" . . "Springer International Publishing"^^ . . "Springer International Publishing"^^ . . . . . . . . . . . . . . "Sotirios A."^^ . "Tsaftaris"^^ . "Sotirios A. Tsaftaris"^^ . . "Vasileios"^^ . "Sevetlidis"^^ . "Vasileios Sevetlidis"^^ . . "Mario Valerio"^^ . "Giuffrida"^^ . "Mario Valerio Giuffrida"^^ . . . . . "HTML Summary of #3595 \n\nWhole Image Synthesis Using a Deep Encoder-Decoder Network\n\n" . "text/html" . . . "QA76 Computer software"@en . . . "T Technology (General)"@en . .