Research

My research interests include:

  • application of machine (deep) learning and signal processing techniques
  • filtering noisy data (Kalman filters, blind source separation, etc)
  • modelling/simulation of cardiac activity
  • design and implementation of clinical trials
  • statistical data analysis
  • evolutionary computing

Publications

You can find an up-to-date list of my publications at Publications.

Awards and Scholarships

  • 2017 Research Member of Common Room at Kellogg College (two years)
  • 2017 Best poster presentation, IV Simposio de Neuroengenharia
  • 2016 Ph.D. grant awarded by the TU Dresden Graduate Academy (3 months)
  • 2014 Gary and Bill Sanders Award for Best Poster Presentation at Computing in Cardiology
  • 2014 Winner of the Physionet/Computing in Cardiology Challenge
  • 2014 Mobility scholarship awarded by the TU Dresden Graduate Academy (3 months)
  • 2013 Winner of the Physionet/Computing in Cardiology Challenge (closed-source events)
  • 2012 Ph.D. grant by the Conselho Nacional de Desenvolvimento e Pesquisa – Brazil (48 months)
  • 2010 Scholarship awarded for exchange program by the Euro Brazilian Windows II (12 months)

Student Supervision

I enjoy helping students solve their own research problems. All students were co-supervised alongside Prof. Maarten De Vos, Prof. Hagen Malberg or Dr. Sebastian Zaunseder.

  • Miriam Gennat (Bachelor project, 2016)
  • Julius Hoffmann (Master thesis, 2016)
  • Dominik Mehmel (Bachelor project, 2015)
  • Anna T. Stumpf (Bachelor project, 2015)
  • Ahmed Mennane (Master thesis, 2015)
  • Jingrui Yu (Bachelor project, 2015)
  • Michael Kierstein (Bachelor project, 2014)
  • Philipp Herrmann (Master thesis, 2014)
  • Tilo Himmelsbach (Bachelor project, 2013)
  • Benjamin Stolze (Master thesis, 2013)
  • Enrico Grunitz (Master thesis, 2012)

Teaching

  • 2018 Senior Laboratory Demonstrator for Medical Instrumentation (B18), University of Oxford
  • 2017 Laboratory Demonstrator for Medical Instrumentation (B18), University of Oxford