Neurosurgery Resident — AI-assisted clinical data documentation (Tanta University Hospitals, 2025–Present)
Collected and organized structured patient outcome data to support future clinical AI research related to neuroimaging and predictive diagnostics. Interpreted CT/MRI neuroimaging in multidisciplinary contexts to build data literacy for clinical AI datasets. Systematically documented surgical procedures and patient outcomes, enabling consistent dataset creation for downstream model evaluation. • Structured patient outcome data collection for AI training datasets • Surgical procedure and outcome documentation for clinical prediction modeling • Neuroimaging interpretation to support label-informed dataset construction • Clinical audits aligned with future AI research requirements