Ping Zhang

Centers for Disease Control and Prevention

Also affiliated with Central South University, Changsha Medical University, Shanghai Changzheng Hospital, Beijing Tsinghua Chang Gung Hospital, Second Xiangya Hospital of Central South University, The Ohio State University, Tsinghua University

Computer ScienceBiochemistry, Genetics and Molecular BiologyHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 34 papers. Top paper: “Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder”.

Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder

arXiv (Cornell University)(2020)10.1145/3394486.3403129

N/A

0DataRank · unranked

46 citations

Ruoqi Liu, Dongdong Zhang, Ping Zhang, Changchang Yin

A deep learning framework for high-throughput mechanism-driven phenotype compound screening

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.07.19.211235

N/A

0DataRank · unranked

9 citations

Yue Qiu, Jucheng Zeng, Lei Xie, Ping Zhang, Thai-Hoang Pham

A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing

Nature Machine Intelligence(2021)10.1038/s42256-020-00285-9

N/A

0DataRank · unranked

224 citations

Yue Qiu, Jucheng Zeng, Lei Xie, Ping Zhang, Thai-Hoang Pham

Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases

BMC Medical Informatics and Decision Making(2021)10.1186/s12911-021-01617-4

N/A

0DataRank · unranked

9 citations

Ruoqi Liu, Ping Zhang, Qianlong Wen

mHealth Interventions for Self-management of Hypertension: Framework and Systematic Review on Engagement, Interactivity, and Tailoring

JMIR mhealth and uhealth(2022)10.2196/29415

N/A

0DataRank · unranked

97 citations

M. Wesley Milks, Xiaofu Liu, Megan E. Gregory, Daniel Addison, Ping Zhang +2 more

A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach

Knowledge and Information Systems(2022)10.1007/s10115-022-01813-2

N/A

0DataRank · unranked

11 citations

Changchang Yin, Laxmi S. Mehta, Xueru Zhang, Ping Zhang, Thai-Hoang Pham

Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539163

N/A

0DataRank · unranked

9 citations

Sayoko Eileen Moroi, Ping Zhang, Changchang Yin

Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539413

N/A

0DataRank · unranked

5 citations

Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang, Changchang Yin

A Computational Framework for Identifying Age Risks in Drug-Adverse Event Pairs

medRxiv(2022)10.1101/2022.01.07.22268907

N/A

0DataRank · unranked

3 citations

Ruoqi Liu, Lei Wang, Lang Li, Chi Song, Ping Zhang +1 more

FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.01.21.477292

N/A

0DataRank · unranked

1 citations

Lei Xie, Ping Zhang, Thai-Hoang Pham

Estimating Treatment Effects for Time-to-Treatment Antibiotic Stewardship in Sepsis

medRxiv(2022)10.1101/2022.08.29.22279330

N/A

0DataRank · unranked

1 citations

Katherine H. Buck, Jeffrey M. Caterino, Ping Zhang, Ruoqi Liu

Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis

Nature Machine Intelligence(2023)10.1038/s42256-023-00638-0

N/A

0DataRank · unranked

32 citations

Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang, Ruoqi Liu

Multimodal Risk Prediction with Physiological Signals, Medical Images and Clinical Notes

medRxiv(2023)10.1101/2023.05.18.23290207

N/A

0DataRank · unranked

4 citations

Changchang Yin, Ping Zhang, Yuanlong Wang

Fairness and Accuracy under Domain Generalization

PubMed(2023)10.48550/arxiv.2301.13323

N/A

0DataRank · unranked

2 citations

Xueru Zhang, Ping Zhang, Thai-Hoang Pham

Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder

PubMed(2023)10.1109/icdm58522.2023.00127

N/A

0DataRank · unranked

2 citations

Ruoqi Liu, Wenyu Song, Ping Zhang, Seung‐Yeon Lee

Data Imputation for Clinical Trial Emulation: A Case Study on Impact of Intracranial Pressure Monitoring for Traumatic Brain Injury

medRxiv(2023)10.1101/2023.01.29.23285172

N/A

0DataRank · unranked

1 citations

Ruoqi Liu, Jonathan I. Groner, Henry Xiang, Ping Zhang, Zhizhen Zhao

An Early Adverse Drug Event Detection Approach with False Discovery Rate Control

medRxiv(2023)10.1101/2023.05.31.23290792

N/A

0DataRank · unranked

0 citations

Xueqiao Peng, Ruoqi Liu, Anna Sun, Yuedi Yang, Ping Zhang +3 more

Multimodal risk prediction with physiological signals, medical images and clinical notes

Heliyon(2024)10.1016/j.heliyon.2024.e26772

N/A

0DataRank · unranked

44 citations

Changchang Yin, Ping Zhang, Yuanlong Wang

Using multiple drug similarity networks to promote adverse drug event detection

Heliyon(2024)10.1016/j.heliyon.2024.e39728

N/A

0DataRank · unranked

2 citations

Ruoqi Liu, Yuedi Yang, Xueqiao Peng, Lang Li, Pengyue Zhang +2 more

CURE: A deep learning framework pre-trained on large-scale patient data for treatment effect estimation

Patterns(2024)10.1016/j.patter.2024.100973

N/A

0DataRank · unranked

5 citations

Pin‐Yu Chen, Ping Zhang, Ruoqi Liu

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

PubMed(2024)10.1145/3613904.3642343

N/A

0DataRank · unranked

75 citations

Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao +6 more

SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing

PubMed(2024)10.1145/3637528.3671586

N/A

0DataRank · unranked

8 citations

Ping‐Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang +1 more

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

Proceedings of the AAAI Conference on Artificial Intelligence(2024)10.1609/aaai.v38i8.28727

N/A

0DataRank · unranked

2 citations

Lingfei Wu, Ping Zhang, Ruoqi Liu

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

arXiv (Cornell University)(2024)10.48550/arxiv.2403.03791

N/A

0DataRank · unranked

1 citations

Lingfei Wu, Ping Zhang, Ruoqi Liu

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

arXiv (Cornell University)(2024)10.48550/arxiv.2501.00190

N/A

0DataRank · unranked

0 citations

Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang +3 more

A Proactive Agent Collaborative Framework for Zero‐Shot Multimodal Medical Reasoning

Advanced Intelligent Systems(2025)10.1002/aisy.202400840

N/A

0DataRank · unranked

9 citations

Fenglin Liu, Jiayuan Chen, Changchang Yin, Ping Zhang, Zishan Gu

MedVH: Toward Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context

Advanced Intelligent Systems(2025)10.1002/aisy.202500255

N/A

0DataRank · unranked

9 citations

Jiayuan Chen, Fenglin Liu, Changchang Yin, Ping Zhang, Zishan Gu

Operationalizing a research-oriented learning healthcare system across covered entities: cross-institutional strategies and innovations

npj Health Systems(2025)10.1038/s44401-025-00051-2

N/A

0DataRank · unranked

4 citations

Christopher W. Bartlett, Gabriel Alain, Thomas Bentley, Carol R. Bradford, John F. P. Bridges +24 more

Estimating the treatment effects of multiple drug combinations on multiple outcomes in hypertension

Cell Reports Medicine(2025)10.1016/j.xcrm.2025.101947

N/A

0DataRank · unranked

3 citations

Lang Li, Ping Zhang, Ruoqi Liu

A Drug Similarity-Based Bayesian Method for Early Adverse Drug Event Detection

Drug Safety(2025)10.1007/s40264-025-01545-6

N/A

0DataRank · unranked

1 citations

Yuedi Yang, Ruoqi Liu, Anna Sun, Xueqiao Peng, Lang Li +3 more

CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity

PubMed(2025)10.1145/3706598.3714272

N/A

0DataRank · unranked

16 citations

Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin +5 more

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction

PubMed(2025)10.1145/3690624.3709402

N/A

0DataRank · unranked

3 citations

Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang +3 more

A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data

PubMed(2025)10.1145/3690624.3709418

N/A

0DataRank · unranked

1 citations

Ruoqi Liu, Feixiong Cheng, Ping Zhang, Seungyeon Lee

Potential Drug Dose‐Specific Adverse Three‐Drug Combinations: A US Insurance Claims Data‐Based Study

Pharmacoepidemiology and Drug Safety(2025)10.1002/pds.70199

N/A

0DataRank · unranked

0 citations

Alfred Xuyang Sun, C. W. Chiang, Y. Yang, Katherine M. Hunold, Jie Xu +8 more