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2020 – today
- 2024
[j5]Chen Zhao, Anqi Liu
, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou:
CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data. Comput. Biol. Medicine 170: 108058 (2024)- [j4]Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Qing Tian, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng:
Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data. Comput. Biol. Medicine 179: 108813 (2024) - [i7]Anjum Shaik, Kristoffer Larsen, Nancy E. Lane, Chen Zhao, Kuan-Jui Su, Joyce H. Keyak, Qing Tian, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou:
A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture. CoRR abs/2405.20071 (2024) - 2023
- [j3]Hongjing Xie, Xuewei Cao, Shuanglin Zhang, Qiuying Sha:
Joint analysis of multiple phenotypes for extremely unbalanced case-control association studies using multi-layer network. Bioinform. 39(12) (2023) - [i6]Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou:
CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. CoRR abs/2304.05542 (2023) - [i5]Kristoffer Larsen, Zhuo He, Chen Zhao, Xinwei Zhang, Qiuying Sha, Cláudio Tinoco Mesquita, Diana Paez, Ernest V. Garciaf, Jiangang Zou, Amalia Peix, Weihua Zhou:
A new method using deep learning to predict the response to cardiac resynchronization therapy. CoRR abs/2305.02475 (2023) - [i4]Kristoffer Larsen, Chen Zhao, Joyce H. Keyak, Qiuying Sha, Diana Paez, Xinwei Zhang, Jiangang Zou, Amalia Peix, Weihua Zhou:
A new method of modeling the multi-stage decision-making process of CRT using machine learning with uncertainty quantification. CoRR abs/2309.08415 (2023) - [i3]Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Tian Qin, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng:
Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics. CoRR abs/2310.07990 (2023) - 2022
- [i2]Chen Zhao, Joyce H. Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo, Lanjuan Zhao, Qing Tian, Chuan Qiu, Ray Su, Hui Shen, Hong-Wen Deng, Weihua Zhou:
Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength. CoRR abs/2210.00674 (2022) - [i1]Xuewei Cao, Joyce H. Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas Lang, Hong-Wen Deng, Vilmundur Gudnason, Qiuying Sha:
Hip Fracture Prediction using the First Principal Component Derived from FEA-Computed Fracture Loads. CoRR abs/2210.01032 (2022)
2010 – 2019
- 2019
- [j2]Qiuying Sha, Zhenchuan Wang, Xiao Zhang, Shuanglin Zhang:
A clustering linear combination approach to jointly analyze multiple phenotypes for GWAS. Bioinform. 35(8): 1373-1379 (2019)
2000 – 2009
- 2004
- [j1]Hongying Jiang, Youping Deng, Huann-Sheng Chen, Lin Tao, Qiuying Sha, Jun Chen, Chung-Jui Tsai, Shuanglin Zhang:
Joint analysis of two microarray gene-expression data sets to select lung adenocarcinoma marker genes. BMC Bioinform. 5: 81 (2004)
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