Marc Vornehm

Marc Vornehm, M. Sc.

Department Artificial Intelligence in Biomedical Engineering (AIBE)
W3-Professur für Computational Imaging

Room: Room 2.01
Werner-von-Siemens Str. 61
91052 Erlangen

Office hours

by appointment

My research focuses on Deep Learning-based reconstruction of accelerated dynamic MRI acquisitions in the cardiac domain, for instance time-resolved cine imaging of the heart. Other research interests include segmentation and registration tasks in cardiac MRI.

If you are interested in a student project/thesis, feel free to contact me via e-mail.

Furthermore, I am an elected doctoral candidates’ representative at the Faculty of Engineering. More information can be found here.

Academic CV

  • Since 10/2021
    Ph.D. Candidate at Computational Imaging Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
    in collaboration with Siemens Healthineers (Magnetic Resonance), Erlangen
  • 10/2018 – 08/2021
    M.Sc. in Medical Engineering at Friedrich-Alexander-Universität Erlangen-Nürnberg
    Thesis: “Towards Low-Dose Contrast-Enhanced Cardiac Magnetic Resonance Imaging Using Deep Learning”, written at Siemens Healthineers (Magnetic Resonance), Erlangen
  • 10/2014 – 10/2018
    B.Sc. in Medical Engineering at Friedrich-Alexander-Universität Erlangen-Nürnberg
    Thesis: “Automatic Stitching of Retina-Panoramas Using Single Frames from a Smartphone-Mounted Ophthalmoscope”, written at Fraunhofer IIS, Erlangen

Teaching

  • Seminar: Machine Learning in MRI
  • Exercise: Medizintechnik II (Bildgebende Verfahren)

Publications

2023

2022

2021

2020

Student theses and projects

Student Title Type Status
Florian Fürnrohr Zero-shot Learning Reconstruction for 3D MR Angiography Master’s Thesis Running
Daniel Amsel End-to-end Deep Learning-Based Reconstruction of Accelerated T1 Mapping for Cardiac MRI Master’s Thesis Running
Ute Spiske Deep Learning-Based Scar Quantification on Contrast-Enhanced Cardiac MRI Master’s Thesis Finished