Vincent X. Liu

According to our database, Vincent X. Liu authored at least 20 papers between 2005 and 2024.

Collaborative distances:

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

2024

Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety.

Mark P. Sendak, Vincent X. Liu, Ashley Beecy, David E. Vidal, Keo Shaw, Mark Lifson, Danny Tobey, Alexandra Valladares, Brenna Loufek, Murtaza Mogri, Suresh Balu

J. Am. Medical Informatics Assoc., 2024

Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models.

Alan David Kaplan, Priyadip Ray, John D. Greene, Vincent X. Liu

CoRR, 2024

2022

Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR.

Emily B. Brant, Jason N. Kennedy, Andrew J. King, Lawrence Gerstley, Pranita Mishra, David Schlessinger, James Shalaby, Gabriel J. Escobar, Derek C. Angus, Christopher W. Seymour, Vincent X. Liu

npj Digit. Medicine, 2022

Unsupervised probabilistic models for sequential Electronic Health Records.

Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray

J. Biomed. Informatics, 2022

Team is brain: leveraging EHR audit log data for new insights into acute care processes.

Christian Rose, Robert Thombley, Morteza Noshad, Yun Lu, Heather A Clancy, David Schlessinger, Ron C. Li, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein

J. Am. Medical Informatics Assoc., 2022

Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge.

Catherine Lee, Brian L. Lawson, Ariana J. Mann, Vincent X. Liu, Laura C. Myers, Alejandro Schuler, Gabriel J. Escobar

J. Am. Medical Informatics Assoc., 2022

Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes.

Christian Rose, Robert Thombley, Morteza Noshad, Ron Li, Wendy Lu, Heather A Clancy, David Schlessinger, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein

Proceedings of the AMIA 2022, 2022

2021

Nonstationary multivariate Gaussian processes for electronic health records.

Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray

J. Biomed. Informatics, 2021

Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design.

Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi

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

2020

Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model.

Alejandro Schuler, Aashish Bhardwaj, Vincent X. Liu

CoRR, 2020

Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes.

Morteza Noshad, Christian Rose, Robert Thombley, Jonathan Chiang, Conor K. Corbin, Minh Nguyen, Vincent X. Liu, Julia Adler-Milstein, Jonathan H. Chen

Proceedings of the AMIA 2020, 2020

2019

The number needed to benefit: estimating the value of predictive analytics in healthcare.

Vincent X. Liu, David W. Bates, Jenna Wiens, Nigam H. Shah

J. Am. Medical Informatics Assoc., 2019

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.

Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu

J. Am. Medical Informatics Assoc., 2019

2018

Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.

Michael B. Mayhew, Brenden K. Petersen, Ana Paula Sales, John D. Greene, Vincent X. Liu, Todd S. Wasson

J. Biomed. Informatics, 2018

2017

A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis.

Alejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU.

Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent X. Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar

J. Biomed. Informatics, 2016

Discovering Patient Phenotypes Using Generalized Low Rank Models.

Alejandro Schuler, Vincent X. Liu, Joe Wan, Alison Callahan, Madeleine Udell, David E. Stark, Nigam H. Shah

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2013

Automated identification of pneumonia in chest radiograph reports in critically ill patients.

Vincent X. Liu, Mark P. Clark, Mark Mendoza, Ramin Saket, Marla N. Gardner, Benjamin J. Turk, Gabriel J. Escobar

BMC Medical Informatics Decis. Mak., 2013

2006

Technical Brief: Use and Perceived Benefits of Handheld Computer-based Clinical References.

Jeffrey M. Rothschild, Edward Fang, Vincent X. Liu, Irina Litvak, Cathy Yoon, David W. Bates

J. Am. Medical Informatics Assoc., 2006

2005

Use and Perceived Benefits of Handheld PDA Clinical Reference Applications.

Jeffrey M. Rothschild, Edward Fang, Janice Gottschall, Vincent X. Liu, David W. Bates

Proceedings of the AMIA 2005, 2005