At HI Lab, we explore multiple applications of Health Informatics — from secured medical data transfer to climate-driven health hazard monitoring and ethical AI governance.
In an era where timely diagnostics can save lives, our lab is pioneering intelligent software systems that enable secure, efficient, and standards-compliant transfer of medical images across hospitals. By integrating advanced encryption, federated learning principles, and interoperable architectures, we ensure patient data remains confidential while supporting seamless collaboration among clinicians—because trust and technology should go hand in hand.
Climate change isn't just an environmental issue—it's a public health emergency. Using cutting-edge geo-spatial analysis and real-time environmental data, this project maps climate-driven hazards (like infectious diseases and natural disasters) to anticipate their impact on vulnerable populations. Our models empower health systems and policymakers with actionable insights, turning spatial intelligence into proactive care and community resilience.
As AI models trained in one healthcare setting are increasingly applied across diverse populations and regions, ethical risks multiply. This project investigates the societal, legal, and fairness implications of cross-domain adaptation in health informatics. Through interdisciplinary research and stakeholder engagement, we're co-designing ethical frameworks that ensure AI solutions remain equitable, transparent, and respectful of local values—because innovation without integrity leaves no one behind.