Jodie Trafton

According to our database, Jodie Trafton authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

A Multi-Stage Validation Framework for Trustworthy Large-scale Clinical Information Extraction using Large Language Models.

Maria Mahbub, Gregory M. Dams, Josh Arnold, Caitlin Rizy, Sudarshan Srinivasan, Elliot M. Fielstein, Minu A. Aghevli, Kamonica L. Craig, Elizabeth M. Oliva, Joseph Erdos, Jodie Trafton, Ioana Danciu

CoRR, April, 2026

Leveraging large language models to automate the identification of healthcare access barriers for veterans.

Sudarshan Srinivasan, Caitlin Rizy, Maria Mahbub, David Bolme, Alina Peluso, Jodie Trafton, Ioana Danciu

Int. J. Medical Informatics, 2026

2024

A framework for inferring and analyzing pharmacotherapy treatment patterns.

Everett Neil Rush, Özgür Özmen, Minsu Kim, Erin Rush Ortegon, Makoto Jones, Byung H. Park, Steven Pizer, Jodie Trafton, Lisa A. Brenner, Merry Ward, Jonathan R. Nebeker

BMC Medical Informatics Decis. Mak., December, 2024

Deploying a national clinical text processing infrastructure.

Kimberly F. McManus, Johnathon Michael Stringer, Neal Corson, Samah J. Fodeh, Steven Steinhardt, Forrest L. Levin, Asqar S. Shotqara, Joseph D'auria, Elliot M. Fielstein, Glenn T. Gobbel, John Scott, Jodie Trafton, Tamar H. Taddei, Joseph Erdos, Suzanne R. Tamang

J. Am. Medical Informatics Assoc., February, 2024

Investigating the importance of social vulnerability in opioid-related mortality across the United States.

Andrew Deas, Adam Spannaus, Dakotah D. Maguire, Jodie Trafton, Anuj J. Kapadia, Vasileios Maroulas

CoRR, 2024

Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach.

Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight

CoRR, 2024

Geographical Insights into Suicide Mortality Through Spatial Machine Learning.

Viswadeep Lebakula, Swapna S. Gokhale, Anuj J. Kapadia, Jodie Trafton, Alina Peluso

Proceedings of the IEEE International Conference on Big Data, 2024

2021

Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting - eXecutable Library Architecture (XLA).

Susana B. Martins, Cora L. Bernard, Suzanne Tamang, Jodie Trafton

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021