3 papers
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…
q-bio.NC2025
Brian Intensify: An Adaptive Machine Learning Framework for Auditory EEG Stimulation and Cognitive Enhancement in FXS
Zag ElSayed, Grace Westerkamp, Jack Yanchen Liu +1
Neurodevelopmental disorders such as Fragile X Syndrome (FXS) and Autism Spectrum Disorder (ASD) are characterized by disrupted cortical oscillatory activity, particularly in the a…