Medical Image Analysis

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Medical imaging has evolved to become a key component for research and diagnosis in healthy subjects and patients with neurological and cerebrovascular disorders. My research focus is the development of novel advanced and problem-tailored image analysis methods that enable clinical researchers to generate new knowledge about diseases based on magnetic resonance imaging and computed tomography datasets, which would not be possible with standard image analysis tools. The novel algorithms and generated knowledge can be used to advance disease understanding and support clinical experts in diagnosis and treatment decision making using advanced image analysis algorithms, thereby enabling personalized precision medicine.