Siru Liu

According to our database, Siru Liu authored at least 30 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Leveraging explainable artificial intelligence to optimize clinical decision support.

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

J. Am. Medical Informatics Assoc., 2024

2023

POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data.

Kevin Guo, Allison B. McCoy, Thomas J. Reese, Adam Wright, Samuel T. Rosenbloom, Siru Liu, Elise M. Russo, Bryan D. Steitz

Appl. Clin. Inform., October, 2023

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

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

Int. J. Medical Informatics, September, 2023

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

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

J. Am. Medical Informatics Assoc., June, 2023

Telemedicine and COVID-19 Pandemic: Experiences of Western China Hospital.

Jialin Liu, Miao Wang, Siru Liu

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Development of Ward Visitor Management System in the COVID-19 Epidemic.

Yongdong Bi, Siru Liu, Jialin Liu

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

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

Thomas J. Reese, Siru Liu, Bryan D. Steitz, Allison B. McCoy, Elise M. Russo, Brian Koh, Jessica S. Ancker, Adam Wright

J. Am. Medical Informatics Assoc., 2022

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

Siru Liu, Joseph J. Schlesinger, Allison B. McCoy, Thomas J. Reese, Bryan D. Steitz, Elise M. Russo, Brian Koh, Adam Wright

J. Am. Medical Informatics Assoc., 2022

The potential for leveraging machine learning to filter medication alerts.

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

J. Am. Medical Informatics Assoc., 2022

An interpretable DIC risk prediction model based on convolutional neural networks with time series data.

Hao Yang, Jiaxi Li, Siru Liu, Mengjiao Zhang, Jialin Liu

BMC Bioinform., 2022

A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium.

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

Proceedings of the AMIA 2022, 2022

Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record.

Siru Liu, Allison B. McCoy, Bryan D. Steitz, Adam Wright

Proceedings of the AMIA 2022, 2022

Part Time MD Program Students' Perception Towards Clinical Informatics.

Jialin Liu, Siru Liu

Proceedings of the AMIA 2022, 2022

2021

A systematic review of theoretical constructs in CDS literature.

Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir

BMC Medical Informatics Decis. Mak., 2021

A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.

Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir

J. Am. Medical Informatics Assoc., 2021

Explore Nursing Informatics Research Theme Using Co-Word Analysis.

Siru Liu, Tao Zheng, Jinbo Fang, Jialin Liu

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Development of Nursing Informatics in Mainland China: A Bibliometric Analysis.

Jialin Liu, Siru Liu, Tao Zheng, Jinbo Fang

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Research Themes and Hotspots in Nursing Informatics Education Based Co-Word Analysis.

Jialin Liu, Siru Liu, Yi Yang, Jinbo Fang

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Bibliometric Analysis of Nursing Informatics Research.

Jialin Liu, Siru Liu, Qingke Shi, Miye Wang

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

A Bibliometric Analysis of Alert Override in Clinical Decision Support.

Siru Liu, Jinbo Fang, Qingke Shi, Jialin Liu

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines.

Siru Liu, Jialin Liu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Toward Optimized Clinical Decision Support: A Theory-Based Approach.

Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Can the UTAUT Model Characterize Clinical Decision Support?

Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir

Proceedings of the AMIA 2020, 2020

2019

Current Status and Trends in Health Informatics Research: A Bibliometric Analysis by Health Technology and Informatics.

Siru Liu, Jialin Liu, Tao Zheng

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Comparison of Medical/Health Informatics Education at the Best Global Universities for Clinical Medicine in Mainland China, Japan and South Korea.

Jialin Liu, Siru Liu, Yong Li

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.

Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher

Proceedings of the AMIA 2019, 2019

Clinical Informatics Course: Doctor of Medicine Student Perceptions.

Jialin Liu, Siru Liu, Wenyao Annie Wu, Tao Zheng

Proceedings of the AMIA 2019, 2019

2018

Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study.

Siru Liu, Jialin Liu, Yong Li

Proceedings of the AMIA 2018, 2018

Detection of Healthcare-Associated Infections Using Electronic Health Record Data.

Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher

Proceedings of the AMIA 2018, 2018

2013

Physician Satisfaction with Electronic Medical Record in a Huge Hospital (China).

Jialin Liu, Siru Liu, Lei Fei

Proceedings of the MEDINFO 2013, 2013