Zihuai He

12 papers A 1B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Generalized Genetic Random Field Method for the Genetic Association Analysis of Sequencing Data.
CoRR
Ming Li, Zihuai He, Min Zhang, Xiaowei Zhan, Changshuai Wei, Robert C. Elston, Qing Lu
2025 B conf
Comparative Analysis of Foundation Models for EEG-Based Alzheimer's Disease Detection.
IJCNN
Nan Huang, Alexandros Tzallas, Zihuai He, Xiang Zhang
2024 J jnl
Repurposing Foundation Model for Generalizable Medical Time Series Classification.
CoRR
Nan Huang, Haishuai Wang, Zihuai He, Marinka Zitnik, Xiang Zhang
2024 J jnl
Second-order group knockoffs with applications to genome-wide association studies.
Bioinform.
Benjamin B. Chu, Jiaqi Gu, Zhaomeng Chen, Tim Morrison, Emmanuel J. Candès, Zihuai He, Chiara Sabatti
2022 J jnl
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.
Nat. Mac. Intell.
Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Michaël E. Belloy, Zihuai He
2022 — conf
Ensembling improves stability and power of feature selection for deep learning models.
MLCB
Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He
2022 J jnl
Ensembling improves stability and power of feature selection for deep learning models.
CoRR
Prashnna K. Gyawali, Xiaoxia Liu, James Zou, Zihuai He
2022 J jnl
Improving genetic risk prediction across diverse population by disentangling ancestry representations.
CoRR
Prashnna K. Gyawali, Yann Le Guen, Xiaoxia Liu, Hua Tang, James Zou, Zihuai He
2021 J jnl
Advances and challenges in quantitative delineation of the genetic architecture of complex traits.
Quant. Biol.
Hua Tang, Zihuai He
2021 J jnl
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.
CoRR
Peyman Hosseinzadeh Kassani, Fred Lu, Yann Le Guen, Zihuai He
2021 J jnl
Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies.
npj Digit. Medicine
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
2020 A conf
Non-local Self-attentive Autoencoder for Genetic Functionality Prediction.
CIKM
Yun Li, Zhe Liu, Lina Yao, Zihuai He