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Update publications.md
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xueweic committed Oct 16, 2023
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* **<u>Cao, X.</u>**\#, Keyak, J.H.\#, Sigurdsson, S., Zhao, C., Zhou, W., Liu, A., Lang, T.F., Deng, H.W., Guðnason, V.\* & Sha, Q.\* (2023+). A New Hip Fracture Risk Index Derived from FEA-Computed Proximal Femur Fracture Loads and Energies-to-Failure. *In revision at Osteoporosis International*. [arXiv](https://arxiv.org/abs/2210.01032)
* Xie, H., **<u>Cao, X.</u>**, Zhang, S. & Sha, Q. (2023+). Joint analysis of multiple phenotypes for extremely unbalanced case-control association studies using multi-layer network. *In revision at Bioinformatics*.
* Zhao, C.\#, Keyak, J.H.\#, **<u>Cao, X.</u>**, Sha, Q., Wu, L., Luo, Z., Zhao, L., Tian, Q., Qiu, C., Su, R., Shen, H., Deng, H.W.\* & Zhou, W.\* (2023+). Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength. *In revision at Frontiers in Endocrinology, section Bone Research*. [arXiv](https://arxiv.org/abs/2210.00674)
* Zhao, C., Liu, A., Zhang, X., **<u>Cao, X.</u>**, Ding, Z., Sha, Q., Shen, H., Deng, H.W.\* & Zhou, W.\* CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. 2023+. *Submitted in August 2023*. [arXiv](https://arxiv.org/abs/2304.05542)
* Zhao, C., Liu, A., Zhang, X., **<u>Cao, X.</u>**, Ding, Z., Sha, Q., Shen, H., Deng, H.W.\* & Zhou, W.\* CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. (2023+). *Submitted in August 2023*. [arXiv](https://arxiv.org/abs/2304.05542)
* Zhao, C.\#, Su, K.\#, Wu, C., **<u>Cao, X.</u>**, Sha, Q., Li, W., Luo, Z., Qin, T., Qiu, C., Liu, A., Jiang, L., Zhang, X., Shen, H., Deng, H.W.\* & Zhou, W.\* (2023+). Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics. *Submitted in October 2023*
* **<u>Cao, X.</u>**\#, Zhu, L.\#, Liang, X., Zhang, S. & Sha, Q.\* (2023+). Constructing genotype and phenotype network helps reveal disease heritability and phenome-wide association studies. *Will be submitted soon* [software](https://github.com/xueweic/GPN)
* Zhu, L., Yan, S., **<u>Cao, X.</u>**, Sha, Q. & Zhang, S.\* (2023+). Integrating external controls by regression calibration for genome-wide association study. *Will be submitted soon*
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