About
Mission
About Us
Where imaging science meets artificial intelligence to transform global health
The MIGHTY Lab advances intelligent medical imaging through innovation in signal processing, optimization, and artificial intelligence. Our mission is to develop quantitative, accessible, and globally relevant imaging technologies that empower precision diagnosis, improve patient outcomes, and expand access to high-quality healthcare worldwide. We combine data-driven modeling, physics-informed computation, and machine learning to extract meaningful biomarkers from complex imaging data. Through close collaboration with clinicians, engineers, and scientists, we aim to translate novel algorithms into practical tools that address real-world challenges and promote equitable healthcare delivery across diverse populations.
Leadership at the Forefront of Our Research Areas
At the MIGHTY Lab, we are a multidisciplinary team of researchers, engineers, and clinicians dedicated to advancing intelligent medical imaging. Our members bring expertise in signal processing, optimization, AI, and clinical translation to develop innovative imaging solutions that make healthcare more precise, accessible, and data-driven. We work at the intersection of computation and medicine, creating algorithms and technologies that enhance image quality, extract quantitative biomarkers, and translate advanced imaging methods into meaningful clinical impact.
Our Research Approach
we integrate medical imaging physics, optimization, and AI with clinical validation to develop imaging solutions that unite computation, experimentation, and collaboration for global impact.
Methodology
We design and validate algorithms that extract quantitative tissue information from raw medical imaging data. Our methods leverage advanced signal processing, inverse problem solving, and deep learning frameworks to achieve precision, speed, and robustness in image reconstruction and analysis.
System Integration
Our research translates theory into practice through integrated imaging systems. We develop, calibrate, and validate medical imaging setups, bridging simulation, hardware, and software to test real-world clinical feasibility.
Collaboration
We actively collaborate with clinicians, engineers, and scientists to ensure that our innovations address practical medical needs. These partnerships guide our research goals and support translation from the lab to clinical settings.
Training & Education
The MIGHTY Lab is deeply committed to mentoring the next generation of researchers. We provide hands-on experience in imaging experiments, algorithm development, and computational modeling, preparing students to excel at the intersection of engineering and medicine.