research
AI-Powered Blood Group Detection Kit & Predictive Analytics Model
A research-focused healthcare AI initiative integrating affordable image-based blood group detection with predictive analytics. The system uses a frozen CNN backbone for feature extraction followed by calibrated tabular classifiers with a confidence-aware classification pipeline and asymmetric clinical review policy. The underlying Blood Agglutination Curated Dataset (V1) has been published on Zenodo, and the associated blood group testing device has a published patent.