Elemental Concept in partnership with Aladdin worked with Our Health Mate (OHM) who have access to the database of clinicians of the Indian Medical Council, to deliver a risk assessment tool to identify early signs of diabetes and kidney related disease, and provide actionable suggestions to improve and protect health and well-being.
Using our custom built, state of the art OCR engine, we processed over 100,000 raw medical records to extract valuable data points that give insight into important relationships not seen before.
Training a number of different ML models on this rich, extracted dataset with XGBoost and SKLearn and combining their strengths produced a risk assessment of a user’s health with over 85% accuracy and 80% specificity.