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Magician's Corner: 7. Using Convolutional Neural Networks to Reduce Noise in Medical Images
Nathan Robert Huber1, Andrew D Missert1, Bradley J Erickson1
1Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905.
Radiology. Artificial Intelligence
|October 9, 2020
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.