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Vincent Dong
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Publications (2)
Proceedings Article | 13 July 2022 Paper
Automated multi-class segmentation of digital mammograms with deep convolutional neural networks
Vincent Dong, Tristan Maidment, Lucas Borges, Katherine Hopkins, Johnny Kuo, Albert Milani, Peter Ringer, Susan Ng
Proceedings Volume 12286, 122860M (2022) https://doi.org/10.1117/12.2626624
KEYWORDS: Image segmentation, Nipple, Breast, Image processing, Mammography, Breast cancer, Visualization, Convolutional neural networks
Proceedings Article | 4 April 2022 Poster + Presentation + Paper
Assessment of patch-based mammogram denoising methods using virtual clinical trials and deep learning: trade-off between denoising strength and preservation of structural details
Vincent Dong, Tristan Maidment, Lucas Borges, Bruno Barufaldi, Susan Ng, Andrew Maidment
Proceedings Volume 12031, 120311W (2022) https://doi.org/10.1117/12.2612900
KEYWORDS: Denoising, Mammography, Clinical trials, Breast, Spatial frequencies, Image quality
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