Siru Liu

Also affiliated with Vanderbilt University Medical Center

MedicineComputer ScienceHealth 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 17 papers. Top paper: “Using AI-generated suggestions from ChatGPT to optimize clinical decision support”.

Using AI-generated suggestions from ChatGPT to optimize clinical decision support

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad072

N/A

0.902DataRank · unranked

407 citations

Aileen P. Wright, Barron L. Patterson, Jonathan P. Wanderer, Robert W. Turer, Scott D. Nelson +4 more

Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac089

N/A

0DataRank · unranked

13 citations

Siru Liu, Bryan D. Steitz, Allison B. McCoy, Elise Russo, Brian Koh +3 more

Improving the specificity of drug-drug interaction alerts: Can it be done?

American Journal of Health-System Pharmacy(2022)10.1093/ajhp/zxac045

N/A

0DataRank · unranked

13 citations

Adam Wright, Siru Liu, Richard D. Boyce, Andrew Romero, Guilherme Del Fiol +3 more

Text Dialogue Analysis for Primary Screening of Mild Cognitive Impairment: Development and Validation Study

Journal of Medical Internet Research(2023)10.2196/51501

N/A

0DataRank · unranked

29 citations

Siru Liu, Aiqing Li, Jialin Liu, Changyu Wang

Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record

International Journal of Medical Informatics(2023)10.1016/j.ijmedinf.2023.105136

N/A

0DataRank · unranked

27 citations

Allison B. McCoy, Melinda C. Aldrich, Kim L. Sandler, Thomas S. Reese, Bryan D. Steitz +5 more

Assessing the Value of ChatGPT for Clinical Decision Support Optimization

medRxiv(2023)10.1101/2023.02.21.23286254

N/A

0DataRank · unranked

90 citations

Aileen P. Wright, Barron L. Patterson, Jonathan P. Wanderer, Robert W. Turer, Scott D. Nelson +4 more

Leveraging Large Language Models for Generating Responses to Patient Messages

medRxiv(2023)10.1101/2023.07.14.23292669

N/A

0DataRank · unranked

50 citations

Allison B. McCoy, Aileen P. Wright, Babatunde Carew, Julian Z Genkins, Sean S Huang +4 more

GPT-4 and Neurologists in Screening for Mild Cognitive Impairment in the Elderly: A Comparative Analysis Study

medRxiv(2023)10.1101/2023.12.02.23299327

N/A

0DataRank · unranked

0 citations

Ruihan Wang, Changyu Wang, Hui Gao, Hanlin Cai, Fengying Zhang +3 more

Leveraging large language models for generating responses to patient messages—a subjective analysis

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae052

N/A

0DataRank · unranked

77 citations

Allison B. McCoy, Aileen P. Wright, Babatunde Carew, Julian Z Genkins, Sean S Huang +4 more

Leveraging explainable artificial intelligence to optimize clinical decision support

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae019

N/A

0DataRank · unranked

36 citations

Allison B. McCoy, Josh F. Peterson, Thomas A. Lasko, Dean F. Sittig, Scott D. Nelson +7 more

Using large language model to guide patients to create efficient and comprehensive clinical care message

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae142

N/A

0DataRank · unranked

32 citations

Aileen P. Wright, Allison B. McCoy, Sean S Huang, Julian Z Genkins, Josh F. Peterson +7 more

Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae041

N/A

0DataRank · unranked

28 citations

Allison B. McCoy, Aileen P. Wright, Scott D. Nelson, Sean S Huang, Hasan B. Ahmad +5 more

Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf008

N/A

0DataRank · unranked

131 citations

Allison B. McCoy, Adam Wright, Siru Liu

Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf059

N/A

0DataRank · unranked

26 citations

Aileen P. Wright, Allison B. McCoy, Sean S Huang, Bryan D. Steitz, Adam Wright +1 more

Integrating rule-based NLP and large language models for statin information extraction from clinical notes

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.106104

N/A

0DataRank · unranked

10 citations

Allison B. McCoy, Qingyu Chen, Adam Wright, Siru Liu

New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac210

N/A

0DataRank · unranked

36 citations

Joseph J. Schlesinger, Allison B. McCoy, Thomas S. Reese, Bryan D. Steitz, Elise Russo +3 more

A standard-based taxonomy of features that affect user response to clinical decision support alerts

BMC Medical Informatics and Decision Making(2025)10.1186/s12911-025-03231-0

N/A

0DataRank · unranked

1 citations

Allison B. McCoy, Dean F. Sittig, Josh F. Peterson, Thomas A. Lasko, Adam Wright +1 more