Samuel E. Armstrong

According to our database, Samuel E. Armstrong authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Leveraging LLMs for Structured Data Extraction from Unstructured Patient Records.

Mitchell A. Klusty, Elizabeth C. Solie, Caroline N. Leach, W. Vaiden Logan, Lynnet E. Richey, John C. Gensel, David P. Szczykutowicz, Bryan C. McLellan, Emily B. Collier, Samuel E. Armstrong, V. K. Cody Bumgardner

CoRR, December, 2025

Vision Foundry: A System for Training Foundational Vision AI Models.

Mahmut S. Gokmen, Mitchell A. Klusty, Evan W. Damron, W. Vaiden Logan, Aaron D. Mullen, Caroline N. Leach, Emily B. Collier, Samuel E. Armstrong, V. K. Cody Bumgardner

CoRR, December, 2025

Semantic Nutrition Estimation: Predicting Food Healthfulness from Text Descriptions.

Dayne R. Freudenberg, Daniel G. Haughian, Mitchell A. Klusty, Caroline N. Leach, W. Scott Black, Leslie N. Woltenberg, Rowan Hallock, Elizabeth Solie, Emily B. Collier, Samuel E. Armstrong, V. K. Cody Bumgardner

CoRR, December, 2025

Toward an AI Reasoning-Enabled System for Patient-Clinical Trial Matching.

Caroline N. Leach, Mitchell A. Klusty, Samuel E. Armstrong, Justine C. Pickarski, Kristen L. Hankins, Emily B. Collier, Maya Shah, Aaron D. Mullen, V. K. Cody Bumgardner

CoRR, December, 2025

2024

Toward Automated Clinical Transcriptions.

Mitchell A. Klusty, W. Vaiden Logan, Samuel E. Armstrong, Aaron D. Mullen, Caroline N. Leach, Jeff Talbert, V. K. Cody Bumgardner

CoRR, 2024

State-Based Automation for Time-Restricted Eating Adherence.

Samuel E. Armstrong, Aaron D. Mullen, J. Matthew Thomas, Dorothy D. Sears, Julie S. Pendergast, Jeffrey Talbert, Cody Bumgardner

CoRR, 2024

Multi-Modal Machine Learning Framework for Automated Seizure Detection in Laboratory Rats.

Aaron D. Mullen, Samuel E. Armstrong, Jasmine Perdeh, Bjorn Bauer, Jeffrey Talbert, V. K. Cody Bumgardner

CoRR, 2024

Institutional Platform for Secure Self-Service Large Language Model Exploration.

V. K. Cody Bumgardner, Mitchell A. Klusty, W. Vaiden Logan, Samuel E. Armstrong, Caylin Hickey, Jeff Talbert

CoRR, 2024

2023

CLASSify: A Web-Based Tool for Machine Learning.

Aaron D. Mullen, Samuel E. Armstrong, Jeff Talbert, V. K. Cody Bumgardner

CoRR, 2023

Local Large Language Models for Complex Structured Medical Tasks.

V. K. Cody Bumgardner, Aaron D. Mullen, Samuel E. Armstrong, Caylin Hickey, Jeff Talbert

CoRR, 2023

SmartState: A Protocol-Driven Human Interface.

Samuel E. Armstrong, Aaron D. Mullen, V. K. Cody Bumgardner

CoRR, 2023