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Journal of Biomedical Informatics|December 31, 2023
Development of a 3-Step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notesEsther L Meerwijk, Gabrielle A Jones, Asqar S Shotqara, et al.Medical Care|May 16, 2013
Exploring the frontier of electronic health record surveillance: the case of postoperative complicationsFern FitzHenry, Harvey J Murff, Michael E Matheny, et al.JMIR Medical Informatics|May 12, 2026
Scalable Identification of Clinically Relevant Chronic Obstructive Pulmonary Disease Documents in Large-Scale Electronic Health Record Datasets With a Lightweight Natural Language Processing Model: Retrospective Cohort StudyMohammed Al-Garadi, Sharon E Davis, Michael E Matheny, et al.Journal of Biomedical Informatics|June 26, 2021
Adaptation of an NLP system to a new healthcare environment to identify social determinants of healthRuth M Reeves, Lee Christensen, Jeremiah R Brown, et al.JAMIA Open|March 16, 2026
Characterization and comparison of structured and unstructured electronic health record data mapped to MedDRA for post-marketing surveillanceJoshua C Smith, Sharon E Davis, Ruth M Reeves, et al.American Journal of Epidemiology|November 27, 2025
Augmenting fact and date of death in electronic health records using internet media sources: a validation study from two large healthcare systemsMichele LeNoue-Newton, Mohammed Al-Garadi, Kerry Ngan, et al.Medical Research Archives|February 5, 2025
Augmenting the Hospital Score with social risk factors to improve prediction for 30-day readmission following acute myocardial infarctionIben Ricket, Michael E Matheny, Ruth M Reeves, et al.Journal of the American Heart Association|March 24, 2022
Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission?Jeremiah R Brown, Iben M Ricket, Ruth M Reeves, et al.JAMIA Open|February 23, 2026
Enhancing cause of death prediction: development and validation of machine learning models using multimodal data across multiple health-care sitesMohammed Al-Garadi, Rishi J Desai, Kerry Ngan, et al.Journal of Biomedical Informatics|March 19, 2023
Representing and utilizing clinical textual data for real world studies: An OHDSI approachVipina K Keloth, Juan M Banda, Michael Gurley, et al.Pageof 2