Siru Liu

49 papers Misc 9Journal 19Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrating rule-based NLP and large language models for statin information extraction from clinical notes.
Int. J. Medical Informatics
Siru Liu, Allison B. McCoy, Qingyu Chen, Adam Wright
2025 — conf
A Knowledge Graph-Based Intelligent Q&A System for Rare Diseases.
MedInfo
Xiaoyu Chen, Ruochen Li, Changyu Wang, Xingyu Liu, Changhao Peng, Chenye Tang, Jialin Liu, Siru Liu
2025 J jnl
A standard-based taxonomy of features that affect user response to clinical decision support alerts.
BMC Medical Informatics Decis. Mak.
Siru Liu, Allison B. McCoy, Dean F. Sittig, Josh F. Peterson, Thomas A. Lasko, Adam Wright
2025 — conf
Comparing Digital Therapy and Cognitive Behavioral Therapy in ADHD Management: A Scoping Review.
MedInfo
Ruizi Fu, Jialin Liu, Siru Liu
2025 J jnl
Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation.
J. Am. Medical Informatics Assoc.
Siru Liu, Aileen P. Wright, Allison B. McCoy, Sean S. Huang, Bryan D. Steitz, Adam Wright
2025 J jnl
Dissecting HealthBench: Disease Spectrum, Clinical Diversity, and Data Insights from Multi-Turn Clinical AI Evaluation Benchmark.
J. Medical Syst.
Jialin Liu, Siru Liu
2025 J jnl
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines.
J. Am. Medical Informatics Assoc.
Siru Liu, Allison B. McCoy, Adam Wright
2025 J jnl
Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications.
CoRR
Anran Li, Lingfei Qian, Mengmeng Du, Yu Yin, Yan Hu, Zihao Sun, Yihang Fu, Erica Stutz, Xuguang Ai, Qianqian Xie, Rui Zhu, Jimin Huang, Yifan Yang, Siru Liu, Yih-Chung Tham, Lucila Ohno-Machado, Hyunghoon Cho, Zhiyong Lu, Hua Xu, Qingyu Chen
2025 — conf
Physicians' Perspectives on the Integration of Clinical Decision Support Systems in COVID-19 Management.
MedInfo
Yongdong Bi, Chenye Tang, Jialin Liu, Siru Liu
2025 — conf
Recent Advances in AI for Parkinson's Disease Diagnosis: A Scoping Review.
MedInfo
Weiping Cao, Jialin Liu, Siru Liu
2024 — conf
Evaluation of a Nursing Informatics Course by Nurses: A Continuing Education.
Nursing Informatics
Jialin Liu, Jinbo Fang, Siru Liu
2024 J jnl
Leveraging explainable artificial intelligence to optimize clinical decision support.
J. Am. Medical Informatics Assoc.
Siru Liu, Allison B. McCoy, Josh F. Peterson, Thomas A. Lasko, Dean F. Sittig, Scott D. Nelson, Jennifer Andrews, Lorraine Patterson, Cheryl M. Cobb, David Mulherin, Colleen T. Morton, Adam Wright
2024 J jnl
Leveraging large language models for generating responses to patient messages - a subjective analysis.
J. Am. Medical Informatics Assoc.
Siru Liu, Allison B. McCoy, Aileen P. Wright, Babatunde Carew, Julian Z. Genkins, Sean S. Huang, Josh F. Peterson, Bryan D. Steitz, Adam Wright
2024 — conf
Nurses' Perspectives on ChatGPT: A Survey Study.
Nursing Informatics
Jialin Liu, Shuxian Peng, Siru Liu
2024 — conf
Nursing Undergraduates' Perceptions of Nursing Informatics Courses.
Nursing Informatics
Jialin Liu, Shuaiqi Wu, Siru Liu
2024 — conf
Perception of ChatGPT by Nursing Undergraduates.
Nursing Informatics
Jialin Liu, Shuaiqi Wu, Siru Liu
2024 — conf
Perspectives of Multidisciplinary Faculty on the Design of Nursing Informatics Curriculum.
Nursing Informatics
Jialin Liu, Wenyi Xie, Shuaiqi Wu, Siru Liu
2024 — conf
Understanding Nursing Informatics: A Survey of Nurses' Perception.
Nursing Informatics
Jialin Liu, Wenyi Xie, Siru Liu
2024 J jnl
Using large language model to guide patients to create efficient and comprehensive clinical care message.
J. Am. Medical Informatics Assoc.
Siru Liu, Aileen P. Wright, Allison B. McCoy, Sean S. Huang, Julian Z. Genkins, Josh F. Peterson, Yaa A. Kumah-Crystal, William Martinez, Babatunde Carew, Dara Eckerle Mize, Bryan D. Steitz, Adam Wright
2024 J jnl
Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support.
J. Am. Medical Informatics Assoc.
Siru Liu, Allison B. McCoy, Aileen P. Wright, Scott D. Nelson, Sean S. Huang, Hasan B. Ahmad, Sabrina E. Carro, Jacob Franklin, James Brogan, Adam Wright
2023 — conf
Development of Ward Visitor Management System in the COVID-19 Epidemic.
MedInfo
Yongdong Bi, Siru Liu, Jialin Liu
2023 J jnl
Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record.
Int. J. Medical Informatics
Siru Liu, Allison B. McCoy, Melinda C. Aldrich, Kim L. Sandler, Thomas J. Reese, Bryan D. Steitz, Jiang Bian, Yonghui Wu, Elise M. Russo, Adam Wright
2023 J jnl
POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data.
Appl. Clin. Inform.
Kevin Guo, Allison B. McCoy, Thomas J. Reese, Adam Wright, Samuel T. Rosenbloom, Siru Liu, Elise M. Russo, Bryan D. Steitz
2023 — conf
Telemedicine and COVID-19 Pandemic: Experiences of Western China Hospital.
MedInfo
Jialin Liu, Miao Wang, Siru Liu
2023 J jnl
Using AI-generated suggestions from ChatGPT to optimize clinical decision support.
J. Am. Medical Informatics Assoc.
Siru Liu, Aileen P. Wright, Barron L. Patterson, Jonathan P. Wanderer, Robert W. Turer, Scott D. Nelson, Allison B. McCoy, Dean F. Sittig, Adam Wright
2022 Misc conf
A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium.
AMIA
Siru Liu, Adam Wright, Joseph J. Schlesinger, Thomas J. Reese, Edward T. Qian, Elise M. Russo, Matthew W. Semler, Brian J. Douthit, Allison B. McCoy
2022 J jnl
An interpretable DIC risk prediction model based on convolutional neural networks with time series data.
BMC Bioinform.
Hao Yang, Jiaxi Li, Siru Liu, Mengjiao Zhang, Jialin Liu
2022 J jnl
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials.
J. Am. Medical Informatics Assoc.
Thomas J. Reese, Siru Liu, Bryan D. Steitz, Allison B. McCoy, Elise M. Russo, Brian Koh, Jessica S. Ancker, Adam Wright
2022 Misc conf
Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record.
AMIA
Siru Liu, Allison B. McCoy, Bryan D. Steitz, Adam Wright
2022 J jnl
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record.
J. Am. Medical Informatics Assoc.
Siru Liu, Joseph J. Schlesinger, Allison B. McCoy, Thomas J. Reese, Bryan D. Steitz, Elise M. Russo, Brian Koh, Adam Wright
2022 Misc conf
Part Time MD Program Students' Perception Towards Clinical Informatics.
AMIA
Jialin Liu, Siru Liu
2022 J jnl
The potential for leveraging machine learning to filter medication alerts.
J. Am. Medical Informatics Assoc.
Siru Liu, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir, Daniel C. Malone, Thomas J. Reese, Keaton L. Morgan, David El Halta, Samir E. AbdelRahman
2021 — conf
A Bibliometric Analysis of Alert Override in Clinical Decision Support.
Nursing Informatics
Siru Liu, Jinbo Fang, Qingke Shi, Jialin Liu
2021 J jnl
A systematic review of theoretical constructs in CDS literature.
BMC Medical Informatics Decis. Mak.
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
2021 J jnl
A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.
J. Am. Medical Informatics Assoc.
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
2021 — conf
Bibliometric Analysis of Nursing Informatics Research.
Nursing Informatics
Jialin Liu, Siru Liu, Qingke Shi, Miye Wang
2021 — conf
Development of Nursing Informatics in Mainland China: A Bibliometric Analysis.
Nursing Informatics
Jialin Liu, Siru Liu, Tao Zheng, Jinbo Fang
2021 — conf
Explore Nursing Informatics Research Theme Using Co-Word Analysis.
Nursing Informatics
Siru Liu, Tao Zheng, Jinbo Fang, Jialin Liu
2021 Misc conf
Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines.
AMIA
Siru Liu, Jialin Liu
2021 — conf
Research Themes and Hotspots in Nursing Informatics Education Based Co-Word Analysis.
Nursing Informatics
Jialin Liu, Siru Liu, Yi Yang, Jinbo Fang
2020 Misc conf
Can the UTAUT Model Characterize Clinical Decision Support?
AMIA
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
2020 — conf
Toward Optimized Clinical Decision Support: A Theory-Based Approach.
ICHI
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
2019 Misc conf
Clinical Informatics Course: Doctor of Medicine Student Perceptions.
AMIA
Jialin Liu, Siru Liu, Wenyao Annie Wu, Tao Zheng
2019 — conf
Comparison of Medical/Health Informatics Education at the Best Global Universities for Clinical Medicine in Mainland China, Japan and South Korea.
MedInfo
Jialin Liu, Siru Liu, Yong Li
2019 — conf
Current Status and Trends in Health Informatics Research: A Bibliometric Analysis by Health Technology and Informatics.
MedInfo
Siru Liu, Jialin Liu, Tao Zheng
2019 Misc conf
Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.
AMIA
Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
2018 Misc conf
Detection of Healthcare-Associated Infections Using Electronic Health Record Data.
AMIA
Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
2018 Misc conf
Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study.
AMIA
Siru Liu, Jialin Liu, Yong Li
2013 — conf
Physician Satisfaction with Electronic Medical Record in a Huge Hospital (China).
MedInfo
Jialin Liu, Siru Liu, Lei Fei