Zihuai He

According to our database, Zihuai He authored at least 7 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.

Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Michaël E. Belloy, Zihuai He

Nat. Mac. Intell., September, 2022

Improving genetic risk prediction across diverse population by disentangling ancestry representations.

Prashnna K. Gyawali, Yann Le Guen, Xiaoxia Liu, Hua Tang, James Zou, Zihuai He

CoRR, 2022

Ensembling improves stability and power of feature selection for deep learning models.

Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He

Proceedings of the Machine Learning in Computational Biology, 21-22 November 2022, Online, 2022

2021

Advances and challenges in quantitative delineation of the genetic architecture of complex traits.

Hua Tang, Zihuai He

Quant. Biol., 2021

Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies.

Danqing Xu, Chen Wang, Atlas Khan, Ning Shang, Zihuai He, Adam S. Gordon, Iftikhar J. Kullo, Shawn N. Murphy, Yizhao Ni, Wei-Qi Wei, Ali Gharavi, Krzysztof Kiryluk, Chunhua Weng, Iuliana Ionita-Laza

npj Digit. Medicine, 2021

Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.

Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Zihuai He

CoRR, 2021

2020

Non-local Self-attentive Autoencoder for Genetic Functionality Prediction.

Yun Li, Zhe Liu, Lina Yao, Zihuai He

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020