Samuel W. Remedios
Postdoctoral Researcher in the Image Analysis and Communications Laboratory, Johns Hopkins University
Clark 201B
3400 North Charles Street
Baltimore, MD 21218, USA
I am striving for medical image ubiquity. I believe that access to medical imaging scanners should be as universal as access to thermometers. My training in medical image analysis and processing sets me up to contribute to the software and algorithms side of this vision. Towards this, I am passionate about medical image restoration, harmonization, representation, and robust analysis.
Recent developments in generative AI have opened up opportunities in addressing these tasks, but there is still work to be done to provide guarantees around this new technology. Getting this right is going to require expertise at the intersection of hardware and software for all medical imaging modalities, physics, signal processing, mathematics, and AI.