Magician's Corner: 7. Using Convolutional Neural Networks to Reduce Noise in Medical Images.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 33033805.
- Also identified by DOI 10.1148/ryai.2020200036 and PMC identifier 7529432.
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Abstract
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.