AI-Assisted Gastrointestinal Lesion Detection System
Development of a high-precision AI-assisted prototype for identifying gastrointestinal polyps and suspicious lesions in endoscopic imagery.
My role: AI algorithm development, medical-image labeling and prototype hardware development.
AI as an assistant for endoscopic-image analysis
The project focused on identifying adenomatous and hyperplastic polyps and highlighting suspicious lesions in endoscopic imagery. The goal was an applied prototype that could assist faster, more consistent image review.
Metrics are from project/model evaluation and are not presented as clinical-performance claims. Implementation and integration details are intentionally omitted to respect company intellectual property.
What I can share publicly
Object-detection algorithm development for medical imagery
Medical-image labeling and dataset preparation
Prototype hardware development and project evaluation