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Author

Fangyu Zhou

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Review Open access Aug 2026

Associations between sex steroid hormones and female malignancies

In this cross-sectional analysis, LH and FSH were associated with increased odds of FM, while higher E2 levels were inversely associated with malignancy risk, and exploratory machine learning analyses highlighted additional nonlinear patterns involving E2 and E1.

Ning-Ning Ren, Mengjie Yang, Fangyu Zhou et al. · 0 citations
Preprint Aug 2026

Subgraph Filtering for Fair Graph Neural Networks

Subgraph Filtering for Fair Graph Neural Networks is proposed, a lightweight and architecture-agnostic framework that mitigates structural bias at its source and achieves consistent fairness improvements while maintaining competitive predictive performance, leading to a better fairness--accuracy trade-off than recent f...

Hao-Hui Lu, Ji-Yuan Tian, Fangyu Zhou et al. · 0 citations

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