Healthcare AI / Mobile Application / Machine Learning System
Glucotwin is an AI-driven insulin dosage prediction system designed to improve pediatric Type 1 diabetes management through proactive monitoring and personalized recommendations. The system uses a Pediatric Digital Twin model to analyze real-time blood glucose data, carbohydrate intake, and patient-specific health factors in order to predict insulin dosage needs more accurately. It is built as a cross-platform mobile application with cloud-based backend support, allowing guardians and clinicians to monitor patient status, receive predictive alerts for hypoglycemia and hyperglycemia, and make safer treatment decisions. The system also includes safety guardrail logic, secure health data handling, and dedicated dashboards for both guardians and doctors, making it a smart, clinically focused healthcare solution.
Glucotwin - AI-driven Insulin Dosage Prediction System
Glucotwin is an AI-driven insulin dosage prediction system designed to improve pediatric Type 1 diabetes management through proactive monitoring and personalized recommendations. The system uses a Pediatric Digital Twin model to analyze real-time blood glucose data, carbohydrate intake, and patient-specific health factors in order to predict insulin dosage needs more accurately. It is built as a cross-platform mobile application with cloud-based backend support, allowing guardians and clinicians to monitor patient status, receive predictive alerts for hypoglycemia and hyperglycemia, and make safer treatment decisions. The system also includes safety guardrail logic, secure health data handling, and dedicated dashboards for both guardians and doctors, making it a smart, clinically focused healthcare solution.