Publications by authors named "Ruth Reeves"

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Augmenting fact and date of death in electronic health records using internet media sources: a validation study from two large healthcare systems.
Michele LeNoue-Newton, Mohammed Al-Garadi, Kerry Ngan, Haritha Pillai, Ruth M Reeves

Am J Epidemiol· November 2025

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Age-specific protective effects of statins against cirrhosis in patients with chronic liver enzyme elevation associated with metabolic dysfunction: a retrospective cohort study of electronic health records.
Ayako Suzuki, Georgia Sofia Karachaliou, Amy M Perkins, Chad Dorn, Ruth M Reeves

EClinicalMedicine· September 2025

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Automated Extraction of Mortality Information From Publicly Available Sources Using Large Language Models: Development and Evaluation Study.
Mohammed Al-Garadi, Michele LeNoue-Newton, Michael E Matheny, Melissa McPheeters, Jill M Whitaker, Ruth Reeves

J Med Internet Res· August 2025

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Augmenting the Hospital Score with social risk factors to improve prediction for 30-day readmission following acute myocardial infarction.
Iben Ricket, Michael E Matheny, Ruth M Reeves, Rashmee U Shah, Christine A Goodrich

Med Res Arch· November 2024

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Enhancing Postmarketing Surveillance of Medical Products With Large Language Models.
Michael E Matheny, Jie Yang, Joshua C Smith, Colin G Walsh, Mohammed A Al-Garadi, Ruth R Reeves

JAMA Netw Open· August 2024

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Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression.
Alvin D Jeffery, Daniel Fabbri, Ruth M Reeves, Michael E Matheny

Heliyon· March 2024

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Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach.
Xu Zuo, Yujia Zhou, Jon Duke, George Hripcsak, Nigam Shah, Ruth Reeves

AMIA Annu Symp Proc· January 2024

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Use of Noisy Labels as Weak Learners to Identify Incompletely Ascertainable Outcomes: A Feasibility Study with Opioid-Induced Respiratory Depression.
Alvin D Jeffery, Daniel Fabbri, Ruth M Reeves, Michael E Matheny

medRxiv· January 2024

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Representing and utilizing clinical textual data for real world studies: An OHDSI approach.
Vipina K Keloth, Juan M Banda, Michael Gurley, Paul M Heider, Georgina Kennedy, Ruth M Reeves

J Biomed Inform· June 2023

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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, Rashmee U Shah, Christine A Goodrich

J Am Heart Assoc· April 2022

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Leveraging structured and unstructured electronic health record data to detect reasons for suboptimal statin therapy use in patients with atherosclerotic cardiovascular disease.
Glenn T Gobbel, Michael E Matheny, Ruth R Reeves, Julia M Akeroyd, Alexander Turchin

Am J Prev Cardiol· March 2022

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Adaptation of an NLP system to a new healthcare environment to identify social determinants of health.
Ruth M Reeves, Lee Christensen, Jeremiah R Brown, Michael Conway, Maxwell Levis

J Biomed Inform· August 2021

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Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study.
Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Ruth Reeves

AMIA Annu Symp Proc· July 2021

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Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.
Nenad Tomašev, Natalie Harris, Sebastien Baur, Anne Mottram, Xavier Glorot, Ruth Reeves

Nat Protoc· June 2021

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Prevalence and Risk Factors for Opioid-Induced Constipation in an Older National Veteran Cohort.
Fern FitzHenry, Svetlana K Eden, Jason Denton, Hui Cao, Aize Cao, Ruth Reeves

Pain Res Manag· October 2020

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COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes.
Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L DuVall, Ruth Madeleine Reeves

J Am Med Inform Assoc· July 2020

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Determining post-test risk in a national sample of stress nuclear myocardial perfusion imaging reports: Implications for natural language processing tools.
Andrew E Levy, Nishant R Shah, Michael E Matheny, Ruth M Reeves, Glenn T Gobbel

J Nucl Cardiol· December 2019

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A clinically applicable approach to continuous prediction of future acute kidney injury.
Nenad Tomašev, Xavier Glorot, Jack W Rae, Michal Zielinski, Harry Askham, Ruth Reeves

Nature· August 2019

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Automating Quality Measures for Heart Failure Using Natural Language Processing: A Descriptive Study in the Department of Veterans Affairs.
Jennifer Hornung Garvin, Youngjun Kim, Glenn Temple Gobbel, Michael E Matheny, Andrew Redd, Ruth Reeves

JMIR Med Inform· January 2018

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Assisted annotation of medical free text using RapTAT.
Glenn T Gobbel, Jennifer Garvin, Ruth Reeves, Robert M Cronin, Julia Heavirland

J Am Med Inform Assoc· October 2014

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Development and evaluation of RapTAT: a machine learning system for concept mapping of phrases from medical narratives.
Glenn T Gobbel, Ruth Reeves, Shrimalini Jayaramaraja, Dario Giuse, Theodore Speroff

J Biomed Inform· April 2014

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