Postdoctoral Researcher (Univ.-Ass.) at Medizinische Universität Innsbruck
Innsbruck, Tyrol, Austria
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Summary
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Matthias Perkonigg is a postdoctoral researcher and machine learning engineer with a decade of experience applying deep learning to medical imaging and neuropathology. He combines academic rigor from a PhD in Medical Imaging with industry-grade model development honed at contextflow, delivering clinically-minded ML solutions for radiology and neuropathology. Based in Innsbruck, he has led research across clinical epidemiology, medical statistics, and AI-for-medicine groups, bridging methodological innovation and translational impact. His background in medical and media informatics gives him a practical edge in building reproducible pipelines and interpretable models for healthcare settings. Notably, he moves fluidly between research and production, translating cutting-edge deep learning into tools usable by clinicians.
10 years of coding experience
10 years of employment as a software developer
Vienna University of Technology
Doctor of Philosophy - PhD Medical Imaging, Doctor of Philosophy - PhD Medical Imaging at Medical University of Vienna
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Matthias Perkonigg - Postdoctoral Researcher (Univ.-Ass.) at Medizinische Universität Innsbruck