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2020 – today
- 2024
[i4]Nan Huang, Haishuai Wang, Zihuai He, Marinka Zitnik, Xiang Zhang:
Repurposing Foundation Model for Generalizable Medical Time Series Classification. CoRR abs/2410.03794 (2024)- 2022
- [j3]Peyman Hosseinzadeh Kassani
, Fred Lu, Yann Le Guen, Michaël E. Belloy, Zihuai He:
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants. Nat. Mac. Intell. 4(9): 761-771 (2022) - [c2]Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He:
Ensembling improves stability and power of feature selection for deep learning models. MLCB 2022: 33-45 - [i3]Prashnna K. Gyawali, Yann Le Guen, Xiaoxia Liu, Hua Tang, James Zou, Zihuai He:
Improving genetic risk prediction across diverse population by disentangling ancestry representations. CoRR abs/2205.04673 (2022) - [i2]Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He:
Ensembling improves stability and power of feature selection for deep learning models. CoRR abs/2210.00604 (2022) - 2021
- [j2]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:
Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies. npj Digit. Medicine 4 (2021) - [j1]Hua Tang, Zihuai He:
Advances and challenges in quantitative delineation of the genetic architecture of complex traits. Quant. Biol. 9(1): 168-184 (2021) - [i1]Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Zihuai He:
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants. CoRR abs/2109.14719 (2021) - 2020
- [c1]Yun Li, Zhe Liu, Lina Yao, Zihuai He:
Non-local Self-attentive Autoencoder for Genetic Functionality Prediction. CIKM 2020: 2117-2120
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