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Unsupervised single-domain generalization for tissue classification via progressive domain transformation

delete2026-05-02
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PRE
AI
J
Jiatai Lin
Q
Qian Li
Y
Yanfen Cui
B
Bingchao Zhao
T
Tianpeng Deng
J
Jingqi Huang
Z
Zhenwei Shi
E
Enming Cui
Z
Zaiyi Liu *
K
Ke Zhao *
C
Chu Han *
Y
Yanqi Huang *
DOI:10.1016/j.media.2026.104118delete
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Abstract

Abstract

En 中文
• An unsupervised framework named USD-PG is proposed for single-domain generalization. • Two progressive data transformations are proposed to learn domain-invariant information. • A multi-scanner tissue classification dataset is released for related research.
Keywords:
USD-PG
single-domain generalization
domain-invariant information
progressive domain transformation
tissue classification

Journal

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

Organization

J
Jiangmen Central Hospital
Scholars:
129
Papers: 56
Citations: 583
S
southern medical university
Scholars:
1.1W
Papers: 2.9K
Citations: 5
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