Siru Liu

发表

Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines: Social Media Content and Temporal Analysis (Preprint)

Siru Liu, Jili Li, Jialin Liu, 2021 .

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

Thomas J. Reese, Bryan D. Steitz, A. McCoy, 2022, J. Am. Medical Informatics Assoc..

Epidemiology, clinical characteristics of the first cases of COVID‐19

Siru Liu, Jialin Liu, Hailong Wei, 2020, European journal of clinical investigation.

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

Thomas J. Reese, Kensaku Kawamoto, G. Del Fiol, 2022, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

Predicting Mortality in Intensive Care Unit Patients With Heart Failure Using an Interpretable Machine Learning Model: Retrospective Cohort Study

Siru Liu, Jili Li, Jialin Liu, 2022, Journal of medical Internet research.

Clinical characteristics and outcomes of lung cancer patients with COVID-19: A systematic review and meta-analysis protocol

Siru Liu, Jialin Liu, Jie Lin, 2022, PloS one.

Effectiveness of eHealth Self-management Interventions in Patients With Heart Failure: Systematic Review and Meta-analysis

Siru Liu, Jili Li, Jialin Liu, 2022, Journal of medical Internet research.

Analysis of adult disease characteristics and mortality on MIMIC-III

Siru Liu, Jialin Liu, Mengdie Li, 2020, PloS one.

Differences in Transpiration Characteristics among Eucalyptus Plantations of Three Species on the Leizhou Peninsula, Southern China

Yuxing Xu, Siru Liu, A. Du, 2022, Forests.

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

Thomas J. Reese, Bryan D. Steitz, A. McCoy, 2022, J. Am. Medical Informatics Assoc..

The effectiveness of eHealth self-management interventions in patients with chronic heart failure: Protocol for a systematic review and meta-analysis

Jialin Liu, Siru Liu, Jili Li, 2022, PloS one.

A machine learning-based model for predicting intensive care unit length of stay in patients with cardiac surgery (Preprint)

Siru Liu, Jialin Liu, Xiao-Wen Hou, 2021 .

Understanding Behavioral Intentions Toward COVID-19 Vaccines: Theory-Based Content Analysis of Tweets

Siru Liu, Jialin Liu, 2021, Journal of medical Internet research.

Public attitudes toward COVID-19 vaccines on English-language Twitter: A sentiment analysis

Siru Liu, Jialin Liu, 2021, Vaccine.

A systematic review of theoretical constructs in CDS literature

Guilherme Del Fiol, Charlene R. Weir, Kensaku Kawamoto, 2021, BMC Medical Informatics and Decision Making.

The management of coronavirus disease 2019 (COVID‐19)

Siru Liu, Jialin Liu, 2020, Journal of medical virology.

Comparison of 30-day planned and unplanned readmissions in a tertiary teaching hospital in China

Siru Liu, Jialin Liu, Y. Bi, 2023, BMC Health Services Research.

Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines: Social Media Content and Temporal Analysis

Siru Liu, Jili Li, Jialin Liu, 2021, Journal of medical Internet research.

Physicians’ Perspectives of Telemedicine During the COVID-19 Pandemic in China: Qualitative Survey Study

Siru Liu, Jialin Liu, Tao Zheng, 2020, JMIR medical informatics.

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

Jianlin Shi, Wendy W Chapman, Siru Liu, 2019, AMIA.

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

Dean F. Sittig, A. McCoy, Siru Liu, 2023, J. Am. Medical Informatics Assoc..

The potential for leveraging machine learning to filter medication alerts

Thomas J. Reese, David El Halta, G. Fiol, 2022, J. Am. Medical Informatics Assoc..

Toward Optimized Clinical Decision Support: A Theory-Based Approach

Thomas J. Reese, G. Fiol, Kensaku Kawamoto, 2020, 2020 IEEE International Conference on Healthcare Informatics (ICHI).

A Bibliometric Analysis of Alert Override in Clinical Decision Support

Jialin Liu, Siru Liu, Qingke Shi, 2021, Nursing Informatics.

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

Jialin Liu, Lei Fei, Siru Liu, 2013, MedInfo.

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

Thomas J. Reese, Bryan D. Steitz, A. McCoy, 2023, Int. J. Medical Informatics.

Diagnostic Test Accuracy of Deep Learning Prediction Models on COVID-19 Severity: Systematic Review and Meta-Analysis

Han Yang, Siru Liu, Jialin Liu, 2023, Journal of medical Internet research.

Leveraging Large Language Models for Generating Responses to Patient Messages

Bryan D. Steitz, Julian Z. Genkins, A. McCoy, 2023, medRxiv.

Detection of Healthcare-Associated Infections Using Electronic Health Record Data

Wendy W. Chapman, Adi V. Gundlapalli, Brian T. Bucher, 2018, American Medical Informatics Association Annual Symposium.

Ethical Considerations of Using ChatGPT in Health Care

Han Yang, Chang-Jhan Wang, Siru Liu, 2023, Journal of medical Internet research.

Predicting mortality of patients with acute kidney injury in the ICU using XGBoost model

Siru Liu, Jialin Liu, Mengdie Li, 2021, PloS one.

Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation

Siru Liu, Jialin Liu, Xiaoling Yang, 2022, JMIR medical informatics.

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

Guilherme Del Fiol, Charlene R. Weir, Kensaku Kawamoto, 2021, J. Am. Medical Informatics Assoc..

Predicting in-hospital mortality in ICU patients with sepsis using gradient boosting decision tree

Siru Liu, Jialin Liu, Yilin Xie, 2021, Medicine.

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

Han Yang, Siru Liu, Jialin Liu, 2022, BMC Bioinformatics.

Risk factors for mortality among lung cancer patients with covid-19 infection: A systematic review and meta-analysis

Siru Liu, Jialin Liu, Yuxuan Wu, 2023, PloS one.

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

Jeffrey P. Ferraro, W. Chapman, B. Bucher, 2019, American Medical Informatics Association Annual Symposium.

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

Thomas J. Reese, Bryan D. Steitz, A. McCoy, 2023, Applied Clinical Informatics.

The application of Chat Generative Pre-trained Transformer in nursing education.

Siru Liu, Jialin Liu, Jinbo Fang, 2023, Nursing outlook.

Evaluating the Prevalence of Burnout Among Health Care Professionals Related to Electronic Health Record Use: Systematic Review and Meta-Analysis

Siru Liu, Jialin Liu, Yuxuan Wu, 2023, JMIR medical informatics.