My research is at the intersection of applied mathematics and clinical imaging. I exploit tools in machine learning, optimization, statistics, and information theory to develop novel algorithms for clinical and translational imaging. I study fundamental properties of algorithms, its computational virtues, limitations, and challenges, and its efficacy in completing a clinical task in question. I have done extensive research in multimodality imaging including PET/CT, SPECT/CT, PET/MR, Low-dose CT, and multiparametric MRI and developed computational pipelines for brain imaging, cardiac imaging, abdominal imaging, and whole-body imaging. Apart from research, I carry a university teaching experience of over 15 years. The website of my lab is: https://web.lums.edu.pk/~hmd/.
Listed skills include Matlab, Image Processing, Algorithms, Simulations, and 26 others.