Wenkai Han

发表

Predicting the antigenic evolution of SARS-COV-2 with deep learning

Shiwei Sun, Ruochi Zhang, Zhongxiao Li, 2023, bioRxiv.

Applications of deep learning in understanding gene regulation

Zhongxiao Li, Juexiao Zhou, Xiaopeng Xu, 2023, Cell reports methods.

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis

Irwin King, Zhihang Hu, Yu Li, 2021, bioRxiv.

PPML-Omics: a Privacy-Preserving federated Machine Learning system protects patients’ privacy from omic data

Zhongxiao Li, Haoyang Li, Juexiao Zhou, 2022 .

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI

Juexiao Zhou, Xiaopeng Xu, Haoyang Li, 2023, medRxiv.

Recessive, Deleterious Variants in SMG8 Expand the Role of Nonsense-Mediated Decay in Developmental Disorders in Humans.

F. Alkuraya, Hiroyuki Kuwahara, Xin Gao, 2020, American journal of human genetics.

PPML-Omics: A privacy-preserving federated machine learning method protects patients’ privacy in omic data

Zhongxiao Li, Juexiao Zhou, Bin Zhang, 2023, bioRxiv.

DeeReCT-TSS: A novel meta-learning-based method annotates TSS in multiple cell types based on DNA sequences and RNA-seq data

Xin Gao, Zhongxiao Li, Haoyang Li, 2021, bioRxiv.

HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes

Lihua Li, Yu Li, H. Cao, 2021, Microbiome.

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis

Irwin King, Yu Li, Siyuan Chen, 2022, Briefings Bioinform..

Annotating TSSs in Multiple Cell Types Based on DNA Sequence and RNA-seq Data via DeeReCT-TSS

W. Chen, Zhongxiao Li, Juexiao Zhou, 2022, Genom. Proteom. Bioinform..

HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes

Lihua Li, Yu Li, Zeling Xu, 2021, Microbiome.