Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness
Y
Yanyan Huang
W
Weiqin Zhao
Z
Zhengyu Zhang
Y
Yihang Chen
(Peking University , , ,)
Y
Yu Fu
F
Feng Wu
(Beijing Key Laboratory of Environmental Science and Engineering, School of Materials Science and Engineering)
Y
Yuming Jiang
L
Li Liang
S
Shujun Wang
L
Lequan Yu
Article Details
Journal
Nature Communications
Volume / Issue
Vol. 16, Issue 1
Published
December 12, 2025
ISSN
2041-1723
Publisher
Nature Portfolio
Authors (10)
Y
Yanyan Huang
W
Weiqin Zhao
Z
Zhengyu Zhang
Y
Yihang Chen
Peking University , , ,
Y
Yu Fu
F
Feng Wu
Beijing Key Laboratory of Environmental Science and Engineering, School of Materials Science and Engineering
Y
Yuming Jiang
L
Li Liang
S
Shujun Wang
L
Lequan Yu
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