About Me

I am a postdoctoral research fellow at the Laboratory for Computational Sensing and Robotics of the Johns Hopkins University.

My interests lie in research and development of deep learning solutions for computer assisted surgeries and medical image analysis.

News

  • [23.Dec.2021] Successfully defended my doctoral thesis “Vision-based context-awareness in minimally invasive surgical video streams” at Technische Universität Berlin.
  • [23.Jun.2021] Paper “Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation” received “Machine Learning for CAI : Honorary Mention” and “Audience Award for Best Innovation : Honorary Mention” at IPCAI 2021.
  • [24.Feb.2021] Paper “Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation” accepted at IPCAI 2021.
  • [23.Jun.2020] Paper “Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation” accepted at MICCAI 2020.