Author

Si-Qi Zhu

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Review Open access Aug 2026

Bidirectional associations between loneliness and physical multimorbidity and the mediating role of social inactivity

Physical multimorbidity and loneliness are increasingly recognised as public health concerns, but the nature of their potential relationships remains unclear. Here we report bidirectional associations between physical multimorbidity and loneliness in middle-aged and older adults and the mediating role of social inactiv...

Ya-Guan Zhou, Si-Qi Zhu, J. Holt-Lunstad et al. · Nature Communications · 0 citations

Open access Jul 2026

MRGBMDAT: a multi-relational graph encoder network with bilinear fusion for miRNA-disease association type prediction

MRGBMDAT, a multi-relational graph encoder network with bilinear fusion for miRNA-disease association type prediction significantly outperforms five state-of-the-art methods across multiple evaluation metrics, exhibiting strong discriminative power and generalization capability.

Y. Sun, Wen-Jing Su, Si-Qi Zhu et al. · Bioinform. · 0 citations