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Effective registration-free dual-phase segmentation for pancreas and pancreatic mass via symmetrical selective feature integration

delete2026-05-08
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PRE
AI
F
Fuze Cong
W
Wenyi Deng
X
Xiuli Li *
Z
Zaiyi Liu
L
Longjiang Zhang
Y
Yan Xing
Z
Zhengyu Jin
Y
Yizhou Yu
H
Huadan Xue *
DOI:10.1016/j.media.2026.104116delete
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Abstract

Abstract

En 中文
• Pancreas and mass segmentation using dual-phase CT scans without image registration. • Symmetrical attention mechanisms for selective dual-phase information integration. • Evaluation of eight pancreatic mass types across four medical centers. • Accurate segmentation of pancreas and pancreatic mass with rapid processing speed.
Keywords:
pancreas segmentation
pancreatic mass
dual-phase CT
symmetrical attention
registration-free

Journal

Medical Image Analysis cover
Medical Image Analysis
IF:
11.8
Papers:
3.7K
Citations:
2.4W

Organization

C
chinese academy of medical sciences
Scholars:
575
Papers: 205
Citations: 0
X
Xinjiang Medical University
Scholars:
8.4K
Papers: 3.9K
Citations: 3.5K
T
The University of Hong Kong
Scholars:
5.7K
Papers: 2.8K
Citations: 7
D
deepwise healthcare
Scholars:
7
Papers: 4
Citations: 0
N
nanjing university
Scholars:
7.6W
Papers: 5.5W
Citations: 87
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