About MiRL

The Medical Imaging and Reconstruction Laboratory (MiRL) is an interdisciplinary research hub dedicated to bridging the gap between advanced computational intelligence and clinical practice. At our core, we specialize in the development of next-generation medical imaging solutions—ranging from high-resolution Image Reconstruction to the deployment of Medical Foundational Models.

---

Mission Statement

"To transform the landscape of healthcare by developing explainable, physics-grounded AI systems that empower clinicians, optimize diagnostic accuracy, and redefine the boundaries of medical image reconstruction."

Core Research Areas

Foundational & Multimodal Medical AI

Developing large-scale foundational models and multimodal systems capable of synthesizing complex data across diverse imaging types and clinical records to provide holistic diagnostic insights.

Physics-Informed Reconstruction & Analysis

Leveraging Physics-Informed Neural Networks (PINNs) and our in-house Micro-CT capabilities to enhance image quality and accuracy while ensuring models adhere to the fundamental laws of medical physics.

Explainable AI (XAI) for Clinical Workflows

Designing human-in-the-loop systems and Agentic Workflows that provide transparent reasoning for AI decisions, fostering trust and improving efficiency for doctors in high-stakes environments.

Advanced Diagnostics & Image Analysis

Pioneering automated detection and segmentation techniques that streamline the analysis of complex medical imagery, reducing the time from scan to diagnosis.