4 citations · 7 across the 8 of their papers we have counts for
3 papers · 1 filter
CLASSify: A Web-Based Tool for Machine Learning
Aaron D. Mullen, Samuel E. Armstrong, Jeff Talbert +1
Machine learning classification problems are widespread in bioinformatics, but the technical knowledge required to perform model training, optimization, and inference can prevent r…
Local Large Language Models for Complex Structured Medical Tasks
V. K. Cody Bumgardner, Aaron Mullen, Sam Armstrong +2
This paper introduces an approach that combines the language reasoning capabilities of large language models (LLMs) with the benefits of local training to tackle complex, domain-sp…
SmartState: An Automated Research Protocol Adherence System
Samuel E. Armstrong, Mitchell A. Klusty, Aaron D. Mullen +2
Developing and enforcing study protocols is crucial in medical research, especially as interactions with participants become more intricate. Traditional rules-based systems struggl…