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HiCAF-Net: A Hierarchical Cross-Attention Fusion framework for cross-cancer subtype classification using histopathological and genomic data

delete2026-06-10
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PRE
AI
J
Junyi Wu
C
Chenyu Zhao
J
Jiaqi Yuan
Q
Qingyin Zhou
Y
Yilin Wei
J
Jianmin Li
E
Eugene Edzeafene-Mensah
O
Ouchen Wang
C
Chenhui Yang
M
Meihao Wang
Z
Zhifang Pan *
DOI：10.1016/j.compmedimag.2026.102788delete
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Abstract

Abstract

En 中文
• Unified framework analyzes eight heterogeneous cancer types. • Hierarchical fusion captures pan-cancer visual hallmarks. • Collaborative optimization prevents negative task transfer. • Domain adaptation bridges shifts across fragmented data.

Journal

Computerized Medical Imaging and Graphics cover
Computerized Medical Imaging and Graphics
IF:
4.9
Papers:
2.4K
Citations:
5.0K

Organization

W
wenzhou medical university
Scholars:
6.2K
Papers: 1.6K
Citations: 0
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