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Hung P. Do, PhD, MSEE | dnoiseNET - A Deep Convolutional Neural Network for Image Denoising

dnoiseNET - A Deep Convolutional Neural Network for Image Denoising

We incorporated two key innovations (residual learning & skip connection) into our Deep CNN for improving MRI denoising performance.

Accuracy, Uncertainty, and Adaptability

Conference Talk:

  • HP Do, et al. "dnoiseNET: Deep Convolutional Neural Network for Image Denoising." The ISMRM & SCMR Co-Provided Workshop on the Emerging Role of Machine Learning in Cardiovascular Magnetic Resonance Imaging, Seattle, Feb 2019. SLIDES-PDF