Ruoqi Liu

Also affiliated with Stanford University

Computer ScienceMathematicsEconomics, Econometrics and Finance

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 16 papers. Top paper: “A Computational Framework for Identifying Age Risks in Drug-Adverse Event Pairs”.

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

medRxiv(2022)10.1101/2022.01.07.22268907

N/A

0.345DataRank · unranked

3 citations

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

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

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

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

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

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

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

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

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 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