Research at Mizan Labs
Pioneering the Future of Healthcare with AI/ML to make patient care safer, smarter, and more accessible across borders.
Our Research Pillars
Our work is built on four foundational pillars that guide our innovation in healthcare AI.
-> AI-Powered Translation
Breaking down language barriers between patients and providers with real-time interpretation and translated documentation for smoother, safer communication.
-> Ethical & Transparent AI
Prioritizing fairness, privacy, and transparency. Patients receive clear, understandable explanations to build trust in AI-driven recommendations.
-> Personal Health Concierges
Specialized AI agents acting as personal health guides, answering questions, scheduling appointments, and providing emotional reassurance.
-> Predictive Analytics
Forecasting treatment success, complication risks, and recovery timelines to empower patients with evidence-based choices.
Selected Publications
Our commitment to advancing healthcare AI is reflected in our peer-reviewed research.
-
Explores how conversational AI can adapt to individual personalities in therapeutic settings.
[Link]
-
Developed and validated a digital twin of a hospital using AI models.
[Link]
-
Advocated for transparent and standardized reporting of healthcare AI models.
[Link]
-
Investigated methods to reduce false outputs ("hallucinations") in large language models.
[Link]
-
Predicted when patients are likely to delay treatment and the consequences of doing so.
[Link]
-
Created models to predict emergency department load and optimize workflows.
[Link]
-
Addressed issues of bias and equity in medical AI applications.
[Link]
-
Developed explainable methods to identify patient subgroups in EHRs.
[Link]
-
Explored regulatory frameworks for treating AI systems as medical devices.
[Link]
-
Examined fairness concerns in healthcare-focused machine learning systems.
[Link]
-
Validated a model predicting hospital readmissions.
[Link]
-
Studied how missing data complicates explainability in AI.
[Link]
Join the Journey
We collaborate with healthcare innovators around the world. If you are a researcher, provider, or facilitator, we would love to hear from you.