Agnieszka Tomczak
Photo: EEDA 2023 workshop (eeda2023.github.io)

Alumni

Agnieszka Tomczak

PhD (TU Munich, 2023)

Now: Postdoc, German Heart Center Munich

PhD thesis (2023): Deep Learning for Blood Cell Image Analysis, TU Munich · all supervised theses

Master's thesis (2019): Uncertainty in Deep Learning for Medical Applications, TU Munich · all supervised theses

Technical University of Munich

Agnieszka Tomczak did her PhD at the Technical University of Munich and Siemens AG (2023), co-supervised in our group, on deep learning for the analysis of white blood cells — including digital staining of leukocytes with confidence estimation, multi-task multi-domain learning for leukocyte classification, and label-uncertainty estimation for quality assurance. She is now a postdoctoral researcher at the German Heart Center Munich, working on deep-learning-based 3D reconstruction of cardiac vasculature.

Education

  1. 2023PhDTechnical University of Munich & Siemens AG

Research Collaboration and Funded Projects 1 filter all →

Publications 4 filter all →