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Super-Resolution Musculoskeletal MRI Using Deep Learning

PURPOSE: To develop a super-resolution technique using convolutional neural networks for generating thin-slice knee MR images from thicker input slices, and to compare this method to alternative through-plane interpolation methods. METHODS: We implemented a 3D convolutional neural network entitled D...

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Bibliografiske detaljer
Udgivet i:Magn Reson Med
Main Authors: Chaudhari, Akshay S., Fang, Zhongnan, Kogan, Feliks, Wood, Jeff, Stevens, Kathryn J, Gibbons, Eric K., Lee, Jin Hyung, Gold, Garry E., Hargreaves, Brian A.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6107420/
https://ncbi.nlm.nih.gov/pubmed/29582464
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27178
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