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International Journal of Medical Informatics|September 9, 2025
Integrating rule-based NLP and large language models for statin information extraction from clinical notesSiru Liu, Allison B McCoy, Qingyu Chen, et al.Journal of the American Medical Informatics Association : JAMIA|January 15, 2025
Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelinesSiru Liu, Allison B McCoy, Adam WrightJAMA Network Open|September 23, 2025
Optimizing Order Sets With a Large Language Model-Powered Multiagent SystemSiru Liu, Sean S Huang, Allison B McCoy, et al.Journal of the American Medical Informatics Association : JAMIA|April 12, 2025
Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generationSiru Liu, Aileen P Wright, Allison B McCoy, et al.BMC Medical Informatics and Decision Making|October 22, 2025
A standard-based taxonomy of features that affect user response to clinical decision support alertsSiru Liu, Allison B McCoy, Dean F Sittig, et al.Journal of the American Medical Informatics Association : JAMIA|October 28, 2022
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health recordSiru Liu, Joseph J Schlesinger, Allison B McCoy, et al.Journal of General Internal Medicine|August 1, 2023
Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical DeteriorationBryan D Steitz, Allison B McCoy, Thomas J Reese, et al.Journal of the American Medical Informatics Association : JAMIA|June 25, 2015
Cross-vendor evaluation of key user-defined clinical decision support capabilities: a scenario-based assessment of certified electronic health records with guidelines for future developmentAllison B McCoy, Adam Wright, Dean F SittigStudies in Health Technology and Informatics|August 24, 2019
Multi-Institutional, Large-Scale, International Applied Clinical Informatics Research Through the Clinical Informatics Research Collaborative (CIRCLE)Allison B McCoy, Adam Wright, Dean F SittigStudies in Health Technology and Informatics|August 8, 2013
Comparison of clinical knowledge bases for summarization of electronic health recordsAllison B McCoy, Dean F Sittig, Adam WrightPageof 63