Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation

Accurate and automatic segmentation of medical images plays an essential role in clinical diagnosis and analysis. It has been established that integrating contextual relationships substantially enhances the representational ability of neural networks. Conventionally, Long Short-Term Memory (LSTM) an...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 22., Seite 6098-6113
Auteur principal: Ji, Zexuan (Auteur)
Autres auteurs: Ye, Shunlong, Ma, Xiao
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article