Low-dose x-ray tomography through a deep convolutional neural network

Abstract Synchrotron-based X-ray tomography offers the potential for rapid large-scale reconstructions of the interiors of materials and biological tissue at fine resolution. However, for radiation sensitive samples, there remain fundamental trade-offs between damaging samples during longer acquisit...

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Bibliographic Details
Main Authors: Xiaogang Yang, Vincent De Andrade, William Scullin, Eva L. Dyer, Narayanan Kasthuri, Francesco De Carlo, Doğa Gürsoy
Format: Article
Language:English
Published: Nature Publishing Group 2018-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-19426-7