Vincent X. Liu

According to our database1, Vincent X. Liu authored at least 20 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety.
J. Am. Medical Informatics Assoc., 2024

Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models.
CoRR, 2024

2022
Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR.
npj Digit. Medicine, 2022

Unsupervised probabilistic models for sequential Electronic Health Records.
J. Biomed. Informatics, 2022

Team is brain: leveraging EHR audit log data for new insights into acute care processes.
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.
J. Am. Medical Informatics Assoc., 2022

Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes.
Proceedings of the AMIA 2022, 2022

2021
Nonstationary multivariate Gaussian processes for electronic health records.
J. Biomed. Informatics, 2021

Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design.
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.
CoRR, 2020

Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes.
Proceedings of the AMIA 2020, 2020

2019
The number needed to benefit: estimating the value of predictive analytics in healthcare.
J. Am. Medical Informatics Assoc., 2019

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.
J. Am. Medical Informatics Assoc., 2019

2018
Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.
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.
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.
J. Biomed. Informatics, 2016

Discovering Patient Phenotypes Using Generalized Low Rank Models.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2013
Automated identification of pneumonia in chest radiograph reports in critically ill patients.
BMC Medical Informatics Decis. Mak., 2013

2006
Technical Brief: Use and Perceived Benefits of Handheld Computer-based Clinical References.
J. Am. Medical Informatics Assoc., 2006

2005
Use and Perceived Benefits of Handheld PDA Clinical Reference Applications.
Proceedings of the AMIA 2005, 2005


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