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cs.CV2025
MAIS: Memory-Attention for Interactive Segmentation
Mauricio Orbes-Arteaga, Oeslle Lucena, Sabastien Ourselin +1
Interactive medical segmentation reduces annotation effort by refining predictions through user feedback. Vision Transformer (ViT)-based models, such as the Segment Anything Model…
cs.CV2018★ 2 cited
Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks
Oeslle Lucena, Roberto Souza, Leticia Rittner +2
Convolutional neural networks (CNN) for medical imaging are constrained by the number of annotated data required in the training stage. Usually, manual annotation is considered to…