Huy Tran

Ai Ml Research Engineer @LSU Health Shreveport

Shreveport, LA, US

Developing a novel AI-driven imaging tool for clinical application, integrating deep learning–based segmentation and automated analysis of lumbar spine MRIs to deliver rapid, actionable insights that enhance diagnostic workflows and spinal healthcare• Built an automated Python pipeline with SimpleITK and SciPy to compute VBQ and EBQ scores from lumbar spine MRIs, boosting processing throughput 10x over manual methods and enabling large-scale analysis of studies through DICOM conversion and metadata extraction with Pydicom• Integrated 3D Slicer and TotalSpineSeg (a deep learning model based on nnU-Net) for lumbar spine segmentation, automating vertebrae and CSF ROI extraction and signal intensity calculations across L1–L4 vertebrae• Collaborated with neurosurgeons and medical students to validate imaging outputs, reducing manual review time by 30% while ensuring clinical-grade accuracy

University of California, Riverside

Master of Science - MS

The ABC International School

High School

San Diego State University

Bachelor of Science - BS