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ORCIDVincent X. Liu
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2020 – today
- 2024
[j12]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:
Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety. J. Am. Medical Informatics Assoc. 31(7): 1622-1627 (2024)- [i3]Alan David Kaplan, Priyadip Ray, John D. Greene, Vincent X. Liu:
Sequential Inference of Hospitalization ElectronicHealth Records Using Probabilistic Models. CoRR abs/2403.19011 (2024) - 2022
- [j11]Catherine Lee, Brian L. Lawson, Ariana J. Mann, Vincent X. Liu, Laura C. Myers, Alejandro Schuler, Gabriel J. Escobar:
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. 29(6): 1078-1090 (2022) - [j10]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:
Team is brain: leveraging EHR audit log data for new insights into acute care processes. J. Am. Medical Informatics Assoc. 30(1): 8-15 (2022) - [j9]Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray:
Unsupervised probabilistic models for sequential Electronic Health Records. J. Biomed. Informatics 134: 104163 (2022) - [j8]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:
Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR. npj Digit. Medicine 5 (2022) - [c6]Christian Rose, Robert Thombley, Morteza Noshad, Ron Li, Wendy Lu, Heather A Clancy, David Schlessinger, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein:
Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes. AMIA 2022 - [i2]Alan David Kaplan, John D. Greene, Vincent X. Liu, Priyadip Ray:
Unsupervised Probabilistic Models for Sequential Electronic Health Records. CoRR abs/2204.07292 (2022) - 2021
- [j7]Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray:
Nonstationary multivariate Gaussian processes for electronic health records. J. Biomed. Informatics 117: 103698 (2021) - [c5]Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi:
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design. AMIA 2021 - 2020
- [c4]Morteza Noshad, Christian Rose, Robert Thombley, Jonathan Chiang, Conor K. Corbin, Minh Nguyen, Vincent X. Liu, Julia Adler-Milstein, Jonathan H. Chen:
Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes. AMIA 2020 - [i1]Alejandro Schuler, Aashish Bhardwaj, Vincent X. Liu:
Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model. CoRR abs/2006.01752 (2020)
2010 – 2019
- 2019
- [j6]Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu:
Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. J. Am. Medical Informatics Assoc. 26(12): 1466-1477 (2019) - [j5]Vincent X. Liu, David W. Bates, Jenna Wiens, Nigam H. Shah:
The number needed to benefit: estimating the value of predictive analytics in healthcare. J. Am. Medical Informatics Assoc. 26(12): 1655-1659 (2019) - 2018
- [j4]Michael B. Mayhew, Brenden K. Petersen, Ana Paula Sales, John D. Greene, Vincent X. Liu, Todd S. Wasson:
Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models. J. Biomed. Informatics 78: 33-42 (2018) - 2017
- [c3]Alejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu:
A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis. CRI 2017 - 2016
- [j3]Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent X. Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar:
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. J. Biomed. Informatics 64: 10-19 (2016) - [c2]Alejandro Schuler, Vincent X. Liu, Joe Wan, Alison Callahan, Madeleine Udell, David E. Stark, Nigam H. Shah:
Discovering Patient Phenotypes Using Generalized Low Rank Models. PSB 2016: 144-155 - 2013
- [j2]Vincent X. Liu, Mark P. Clark, Mark Mendoza, Ramin Saket, Marla N. Gardner, Benjamin J. Turk, Gabriel J. Escobar:
Automated identification of pneumonia in chest radiograph reports in critically ill patients. BMC Medical Informatics Decis. Mak. 13: 90 (2013)
2000 – 2009
- 2006
- [j1]Jeffrey M. Rothschild, Edward Fang, Vincent X. Liu, Irina Litvak, Cathy Yoon, David W. Bates:
Technical Brief: Use and Perceived Benefits of Handheld Computer-based Clinical References. J. Am. Medical Informatics Assoc. 13(6): 619-626 (2006) - 2005
- [c1]Jeffrey M. Rothschild, Edward Fang, Janice Gottschall, Vincent X. Liu, David W. Bates:
Use and Perceived Benefits of Handheld PDA Clinical Reference Applications. AMIA 2005
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