PS12-7. Nested Cross-validated Hyperparameter Optimization and Decision-boundary Analysis for Image-based Anemia Classification in Dairy Goats.
This study introduces an optimized AI-based machine learning framework for classifying anemia in dairy goats using image-based blood biosensor data collected at the USDA facility in Byron, Georgia. Whole-blood dispersion images were obtained under standardized micro-chamber conditions, emphasizing hematocrit-dependen...