4 papers
Human-Anchored Factuality Evaluation with Strategic Annotation
Yu Wang, Craig Erickson, Kevin Small
LLM-based factuality judges provide scalable evaluation signals, but their metrics are often systematically biased relative to human judgments. We study human-anchored factuality e…
Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation
Zag ElSayed, Nathan Suer, Grace Westerkamp +4
The electroencephalogram (EEG) is a valuable and widely applied tool for investigating brain disorders and behavioral changes. It offers a minimally restrictive and non-invasive me…
MCP-AI: Protocol-Driven Intelligence Framework for Autonomous Reasoning in Healthcare
Zag ElSayed, Craig Erickson, Ernest Pedapati
Healthcare AI systems have historically faced challenges in merging contextual reasoning, long-term state management, and human-verifiable workflows into a cohesive framework. This…
AutocleanEEG ICVision: Automated ICA Artifact Classification Using Vision-Language AI
Zag ElSayed, Grace Westerkamp, Gavin Gammoh +4
We introduce EEG Autoclean Vision Language AI (ICVision) a first-of-its-kind system that emulates expert-level EEG ICA component classification through AI-agent vision and natural…