Patrick Rockenschaub

Patrick Rockenschaub

Postdoctoral researcher

Medical University Innsbruck

Biography

I’m a postdoctoral researcher at the Department for Medical Statistics, Informatics and Health Economics at the Medical University Innsbruck. Before coming to Innsbruck, I held postdoc positions at the Fraunhofer Institute for Cognitive Systems in Munich and the Charité Lab for AI in Medicine (CLAIM) in Berlin.

My research focus is on understanding if and when we can rely on predictive models that derive insights from complex healthcare data and help doctor’s make informed decisions. In particular, I am interested in how data heterogeneity and missing data — both ubiquitous in real-world medical practice — impact the performance of such models over time and at new healthcare sites.

Interests
  • Statistical Learning
  • Missing data
  • Electronic health records
  • Validation of medical AI
Education
  • PhD in Health Data Science, 2021

    University College London

  • MSc in Health Data Science, 2016

    University College London

  • BSc in Economics, 2015

    Vienna University of Economics and Business

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