SEG-LUS: A novel ultrasound segmentation method for liver and its accessory structures based on muti-head self-attention

Author:

Zhang Lei,Wu Xiuming,Zhang Jiansong,Liu Zhonghua,Fan Yuling,Zheng Lan,Liu Peizhong,Song Haisheng,Lyu Guorong

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference55 articles.

1. Dense-PSP-UNet: a neural network for fast inference liver ultrasound segmentation;Ansari;Comput. Biol. Med.,2023

2. Ba, Jimmy Lei, Jamie Ryan Kiros, and Geoffrey E. Hinton. "Layer normalization." arXiv preprint arXiv:1607.06450 (2016), https://doi.org/10.48550/arXiv.1607.06450.

3. Liver segmentation from computed tomography scans: a survey and a new algorithm;Campadelli;Artif. Intell. Med.,2009

4. Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020;Cao;Chin. Med. J. (Engl. ),2021

5. Encoder-decoder with atrous separable convolution for semantic image segmentation;Chen;in: Proceedings of the European Conference on Computer Vision (ECCV,2018

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