My main field of research is signal processing, with the application Magnetic Resonance Imaging (MRI). By modeling the MR signal one can obtain estimates of tissue-specific bio-markers. The optimization problems solved are typically nonlinear, and require intelligent and application-specific algorithms to avoid suboptimal local minima. Designing such algorithms is a challenging research problem with potentially high impact on clinical practice.
Keywords: signal processing mri estimation optimization
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