Siru Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 32

Top Topics

Clinical Decision Support

Bibliometric Analysis

Natural Language Processing

Machine Learning

Top Venues

J. Am. Medical Informatics Assoc.

Nursing Informatics

Publications

Siru Liu, Allison B. McCoy, Aileen P. Wright, Babatunde Carew, Julian Z. Genkins, Sean S. Huang, Josh F. Peterson, Bryan D. Steitz, Adam Wright
Leveraging large language models for generating responses to patient messages - a subjective analysis. J. Am. Medical Informatics Assoc. 31 (6) (2024)
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
Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support. J. Am. Medical Informatics Assoc. 31 (6) (2024)
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
Leveraging explainable artificial intelligence to optimize clinical decision support. J. Am. Medical Informatics Assoc. 31 (4) (2024)
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 Mize, Bryan D. Steitz, Adam Wright
Using large language model to guide patients to create efficient and comprehensive clinical care message. J. Am. Medical Informatics Assoc. 31 (8) (2024)
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
Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record. Int. J. Medical Informatics 177 (2023)
Yongdong Bi, Siru Liu, Jialin Liu
Development of Ward Visitor Management System in the COVID-19 Epidemic. MedInfo (2023)
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
Using AI-generated suggestions from ChatGPT to optimize clinical decision support. J. Am. Medical Informatics Assoc. 30 (7) (2023)
Jialin Liu, Miao Wang, Siru Liu
Telemedicine and COVID-19 Pandemic: Experiences of Western China Hospital. MedInfo (2023)
Kevin Guo, Allison B. McCoy, Thomas J. Reese, Adam Wright, Samuel T. Rosenbloom, Siru Liu, Elise M. Russo, Bryan D. Steitz
POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data. Appl. Clin. Inform. 14 (5) (2023)
Siru Liu, Joseph J. Schlesinger, Allison B. McCoy, Thomas J. Reese, Bryan D. Steitz, Elise M. Russo, Brian Koh, Adam Wright
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. J. Am. Medical Informatics Assoc. 30 (1) (2022)
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
The potential for leveraging machine learning to filter medication alerts. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Jialin Liu, Siru Liu
Part Time MD Program Students' Perception Towards Clinical Informatics. AMIA (2022)
Siru Liu, Allison B. McCoy, Bryan D. Steitz, Adam Wright
Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record. AMIA (2022)
Siru Liu, Adam Wright, Joseph J. Schlesinger, Thomas J. Reese, Edward Qian, Elise M. Russo, Matthew W. Semler, Brian J. Douthit, Allison B. McCoy
A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium. AMIA (2022)
Thomas J. Reese, Siru Liu, Bryan D. Steitz, Allison B. McCoy, Elise M. Russo, Brian Koh, Jessica S. Ancker, Adam Wright
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Hao Yang, Jiaxi Li, Siru Liu, Mengjiao Zhang, Jialin Liu
An interpretable DIC risk prediction model based on convolutional neural networks with time series data. BMC Bioinform. 23 (1) (2022)
Siru Liu, Jinbo Fang, Qingke Shi, Jialin Liu
A Bibliometric Analysis of Alert Override in Clinical Decision Support. Nursing Informatics (2021)
Jialin Liu, Siru Liu, Yi Yang, Jinbo Fang
Research Themes and Hotspots in Nursing Informatics Education Based Co-Word Analysis. Nursing Informatics (2021)
Siru Liu, Tao Zheng, Jinbo Fang, Jialin Liu
Explore Nursing Informatics Research Theme Using Co-Word Analysis. Nursing Informatics (2021)
Jialin Liu, Siru Liu, Tao Zheng, Jinbo Fang
Development of Nursing Informatics in Mainland China: A Bibliometric Analysis. Nursing Informatics (2021)
Siru Liu, Jialin Liu
Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines. AMIA (2021)
Jialin Liu, Siru Liu, Qingke Shi, Miye Wang
Bibliometric Analysis of Nursing Informatics Research. Nursing Informatics (2021)
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
A theory-based meta-regression of factors influencing clinical decision support adoption and implementation. J. Am. Medical Informatics Assoc. 28 (11) (2021)
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
A systematic review of theoretical constructs in CDS literature. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
Can the UTAUT Model Characterize Clinical Decision Support? AMIA (2020)
Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir
Toward Optimized Clinical Decision Support: A Theory-Based Approach. ICHI (2020)
Jialin Liu, Siru Liu, Yong Li
Comparison of Medical/Health Informatics Education at the Best Global Universities for Clinical Medicine in Mainland China, Japan and South Korea. MedInfo (2019)
Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance. AMIA (2019)
Jialin Liu, Siru Liu, Wenyao Annie Wu, Tao Zheng
Clinical Informatics Course: Doctor of Medicine Student Perceptions. AMIA (2019)
Siru Liu, Jialin Liu, Tao Zheng
Current Status and Trends in Health Informatics Research: A Bibliometric Analysis by Health Technology and Informatics. MedInfo (2019)
Siru Liu, Jialin Liu, Yong Li
Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study. AMIA (2018)
Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher
Detection of Healthcare-Associated Infections Using Electronic Health Record Data. AMIA (2018)
Jialin Liu, Siru Liu, Lei Fei
Physician Satisfaction with Electronic Medical Record in a Huge Hospital (China). MedInfo (2013)