Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceTomographyX-Ray ComputedHumansNeural NetworksComputer
GEDFormer: Gradient Edge Detection in LDCT Image Denoising Transformer Model.
Luella Marcos, Paul Babyn, Javad Alirezaie
Published: 202510.1109/EMBC58623.2025.11253941
Abstract
Convolutional neural networks (CNNs) have excelled in deep learning applications, including medical image processing, due to their ability to extract hierarchical feature representations. While CNNs excel at capturing local features, their fixed rece…
Preview only. Read the full abstract at the source