Siyuan Chen

A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics

Haoyang Li, Juexiao Zhou, Zhongxiao Li et al. · Nature Communications · 2023 · 246 citations · Full text

Life Sciences, Cell Biology, Molecular Biology +15

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

Wenkai Han, Yuqi Cheng, Jiayang Chen et al. · Briefings in Bioinformatics · 2022 · 87 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17

An AI Agent for Fully Automated Multi‐Omic Analyses

Juexiao Zhou, Bin Zhang, Guowei Li et al. · Advanced Science · 2024 · 64 citations · Full text

Life Sciences, Bioinformatics, Computer Science +13

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

Juexiao Zhou, Siyuan Chen, Yulian Wu et al. · Science Advances · 2024 · 49 citations · Full text

Computing, Bioinformatics, Data Science +17

Large language models in biomedicine and healthcare

Juexiao Zhou, Haoyang Li, Siyuan Chen et al. · npj Artificial Intelligence · 2025 · 23 citations · Full text

Computing, Biomedical Informatics, Health Informatics +12