3 papers
q-bio.NC2026
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…
cs.AI2025
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…
cs.CV2025
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…