Harrison Cohen
Undergraduate Research Assistant @Ut Md Anderson Cancer Center
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WORK HISTORY
Undergraduate Research Assistant @Ut Md Anderson Cancer Center
Chapel Hill, NC, US
Developed end-to-end medical AI system processing 1,661 ultrasound frames across 13 videos for cardiac treatmentmonitoring in pharmaceutical research applicationsEngineered U-Net model with DenseNet121 encoder with PyTorch (13.6M parameters) using custom 4-componenthybrid loss function (Focal Tversky + Dice + BCE + Edge) for optimized cardiac segmentationAchieved real-time inference at 3.9 FPS (254ms per frame) with 114 manually curated ground-truth annotations usingLabelMe for clinical-grade accuracyBuilt a WebSocket-based client-server in Python system to stream, receive, and log real-time data for persistent storageand analysis.Designed and implemented a responsive ECG dashboard UI using HTML to visualize live heart rate and ejectionfraction data for a mobile health-monitoring platform.
EDUCATION
The University of North Carolina at Chapel Hill
Computer Science (BS), Data Science (BS)
ABOUT HARRISON COHEN
I\'m an undergraduate researcher at UNC Chapel Hill building ML systems at the…
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