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Magician’s Corner: 7. Using Convolutional Neural Networks to Reduce Noise in Medical Images

This article shows how to train a convolutional neural network to reduce noise in CT images, although the principles apply to medical and nonmedical images; authors also explore mathematical and visually weighted loss functions to adjust the appearance.

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Vydáno v:Radiol Artif Intell
Hlavní autoři: Huber, Nathan Robert, Missert, Andrew D., Erickson, Bradley J.
Médium: Artigo
Jazyk:Inglês
Vydáno: Radiological Society of North America 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7529432/
https://ncbi.nlm.nih.gov/pubmed/33033805
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2020200036
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