Florian Leiser, M.Sc.

Florian Leiser, M.Sc.

  • Kaiserstraße 89

    76133 Karlsruhe

Research Interests

 

Artificial intelligence and machine learning influence every aspect of our modern world. In my opinion, the responsibility of research is to improve the application of these approaches by developing collaborative, privacy-preserving algorithms. These algorithms can be further improved by using already existing expert knowledge which is especially difficult to aquire in the medical sector.

Therefore, my main research interests manifest in

  • Informed Machine Learning
  • Federated Learning
  • Health Information Systems

If you are looking for a final thesis, write me an e-mail or have a look at the list of theses here.

Projekte
Title Project Group Emblem

Ali Sunyaev, Scott Thiebes, Sascha Rank, Florian Leiser

FLAIROP Logo

Ali Sunyaev, Scott Thiebes, Konstantin Pandl, Florian Leiser

NephroCAGE Logo

Publikationsliste


2021
What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images
Rädsch, T.; Eckhardt, S.; Leiser, F.; Pandl, K. D.; Thiebes, S.; Sunyaev, A.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS)

CV

Florian Leiser is a Ph.D. student and research associate at the Critical Information Infrastructures Research Group.

Education

  • Since 09/2021: Ph.D. student at Critical Information Infrastructures Research Group at Karlsruhe Institute of Technology, Germany
  • 10/2019 - 07/2021: Master of Science in Information Systems, Karlsruhe Institute of Technology, Germany
  • 10/2018 - 10/2019: Student in Information Engineering and Management (Master of Science), Karlsruhe Institute of Technology (discontinued)
  • 10/2014 - 06/2018: Bachelor of Science in Information Engineering and Management, Karlsruhe Institute of Technology, Germany

Working Experience

  • Since 09/2021: Research Associate, Critical Information Infrastructures Research Group, Karlsruhe Institute of Technology, Germany
  • 03/2019 - 02/2020: Student Assistant at CAS Software AG, Karlsruhe, Germany
  • 10/2017 - 03/2018: Internship IT-audit and Data Science at Ernst & Young GmbH, Frankfurt, Germany
  • 10/2016 - 02/2017: Student Assistant, Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Germany
  • 04/2016 - 09/2016: Student Assistant, Institute of Information Systems and Marketing, Karlsruhe Institute of Technology, Germany