[AConvLSTM U-Net: a multi-scale jaw cyst segmentation model based on bidirectional dense connection and attention mechanism].

Journal: Nan fang yi ke da xue xue bao = Journal of Southern Medical University
Published Date: May 20, 2025

Abstract

OBJECTIVES: We propose a multi-scale jaw cyst segmentation model, AConvLSTM U-Net, which is based on bidirectional dense connections and attention mechanisms to achieve accurate automatic segmentation of mandibular cyst images.

Authors

  • Suqiang Li
    School of Electronic and Information Engineering, Anhui Jianzhu University, Hefei 230601, China.
  • Zhouyang Wang
    College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China.
  • Sixian Chan
    School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, Zhejiang, 310014, China; Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui, 230031, China. Electronic address: sxchan@zjut.edu.cn.
  • Xiaolong Zhou
    College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China. zxl@zjut.edu.cn.

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