Publications by authors named "Elliot A Martin"

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Integrating large language models with human expertise for disease detection in electronic health records.
Jie Pan, Seungwon Lee, Cheligeer Cheligeer, Elliot A Martin, Kiarash Riazi

Comput Biol Med· June 2025

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Utilizing large language models for detecting hospital-acquired conditions: an empirical study on pulmonary embolism.
Cheligeer Cheligeer, Danielle A Southern, Jun Yan, Guosong Wu, Jie Pan, Elliot A Martin

J Am Med Inform Assoc· May 2025

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Extracting social determinants of health from inpatient electronic medical records using natural language processing.
Elliot A Martin, Adam G D'Souza, Vineet Saini, Karen Tang, Hude Quan

J Epidemiol Popul Health· December 2024

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Developing a Computational Phenotype of the Fourth Universal Definition of Myocardial Infarction for Inpatients.
Elliot A Martin, Bryan Har, Robin L Walker, Danielle A Southern, Hude Quan

J Clin Med· December 2024

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Case Identification of Depression in Inpatient Electronic Medical Records: Scoping Review.
Allison Grothman, William J Ma, Kendra G Tickner, Elliot A Martin, Danielle A Southern

JMIR Med Inform· October 2024

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Automated extraction of weight, height, and obesity in electronic medical records are highly valid.
Namneet Sandhu, Alexander Krusina, Hude Quan, Robin Walker, Elliot A Martin

Obes Sci Pract· February 2024

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BERT-Based Neural Network for Inpatient Fall Detection From Electronic Medical Records: Retrospective Cohort Study.
Cheligeer Cheligeer, Guosong Wu, Seungwon Lee, Jie Pan, Danielle A Southern, Elliot A Martin

JMIR Med Inform· January 2024

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Exploring the reliability of inpatient EMR algorithms for diabetes identification.
Seungwon Lee, Elliot A Martin, Jie Pan, Cathy A Eastwood, Danielle A Southern

BMJ Health Care Inform· December 2023

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Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort study.
Guosong Wu, Cheligeer Cheligeer, Danielle A Southern, Elliot A Martin, Yuan Xu

Antimicrob Resist Infect Control· September 2023

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Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing.
Jie Pan, Zilong Zhang, Steven Ray Peters, Shabnam Vatanpour, Robin L Walker, Elliot A Martin

Brain Inform· September 2023

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Developing an Inpatient Electronic Medical Record Phenotype for Hospital-Acquired Pressure Injuries: Case Study Using Natural Language Processing Models.
Elvira Nurmambetova, Jie Pan, Zilong Zhang, Guosong Wu, Seungwon Lee, Elliot A Martin

JMIR AI· March 2023

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Hypertension identification using inpatient clinical notes from electronic medical records: an explainable, data-driven algorithm study.
Elliot A Martin, Adam G D'Souza, Seungwon Lee, Chelsea Doktorchik, Cathy A Eastwood

CMAJ Open· February 2023

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CREATE: A New Data Resource to Support Cardiac Precision Health.
Seungwon Lee, Bing Li, Elliot A Martin, Adam G D'Souza, Jason Jiang

CJC Open· May 2021

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Electronic Medical Record-Based Case Phenotyping for the Charlson Conditions: Scoping Review.
Seungwon Lee, Chelsea Doktorchik, Elliot Asher Martin, Adam Giles D'Souza, Cathy Eastwood

JMIR Med Inform· February 2021

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Network Inference and Maximum Entropy Estimation on Information Diagrams.
Elliot A Martin, Jaroslav Hlinka, Alexander Meinke, Filip Děchtěrenko, Jaroslav Tintěra

Sci Rep· August 2017

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Pairwise network information and nonlinear correlations.
Elliot A Martin, Jaroslav Hlinka, Jörn Davidsen

Phys Rev E· October 2016

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