Undergraduate Researcher
Multi-Instance Learning for Hepatic Steatosis Severity Grading- Extracted latent probabilistic features from ~97k ultrasound frames with a MobileNetV3-based architecture, which were then statistically summarized by patient and fed into a Histogram-based Gradient Booster for final classification.- Delivered an average patient-level balanced accuracy of.