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MoMIL: Multi-order enhanced multiple instance learning for computational pathology

delete2026-01-28
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PRE
AI
Y
Yuqi Zhang
X
Xiaoqian Zhang
J
Jiakai Wang
L
Liang, Baoyu
Y
Yuancheng Yang
C
Chao Tong *
DOI:10.1016/j.imavis.2026.105918delete
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Abstract

Abstract

En 中文
• Models multi-order sequences to capture richer global and structural WSI context. • Introduces efficient sequence squaring and reordering for robust spatial modeling. • Achieves superior performance with complementary multi-directional feature fusion.

Journal

Image and Vision Computing cover
Image and Vision Computing
IF:
4.2
Papers:
4.0K
Citations:
6.7K

Organization

B
beihang university
Scholars:
5.2K
Papers: 2.0K
Citations: 21