Zixiang Wang

Peking University — China

Computer Science · Physical Sciences

3h-index46citations7works5.32yr avg
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Research Topics

Machine Learning in Healthcare(6), Topic Modeling(2), Artificial Intelligence in Healthcare(2), Advanced Chemical Physics Studies(1), Meta-analysis and systematic reviews(1)

Publications7 total

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
2025· 11 citedOpen Access
Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
2025· 1 cited
Protocol for processing multivariate time-series electronic health records of COVID-19 patients
STAR Protocols·2025Open Access
PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations
2024· 2 cited
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
2024· 15 cited
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
arXiv (Cornell University)·2024· 3 citedOpen Access
On the equilibrium structure and stability of MgCn (n=2–4) species
Journal of Molecular Structure THEOCHEM·1999· 14 cited

Frequent Co-authors

Yinghao Zhu(6), Liantao Ma(6), Chengwei Pan(5), Xiaochen Zheng(3), Shiyun Xie(3), Yasha Wang(3), Changyu Ren(2), Junlan Feng(2), Junyi Gao(2), Xi Zhu(1), Zhoujun Li(1), X.E Zheng(1), Aoqing Tang(1), Hang Zhao(1), Dehao Sui(1), Tianlong Wang(1), Wen Tang(1), Ewen M. Harrison(1), Xiaochen Zheng(1), Zhu Xi(1)