Students

Welcome to the students’ page!

If you are interested in writing your thesis with me or you are coming with a topic in mind (or master thesis in industry), please drop me an email. If you would like to know about our prior research work, please have a look at our popular topics. I will keep updating this webpage with opening positions for theses and internships.

Open MA Theses

Here are the available MA Theses. However, If you are coming up with your own topic, just drop me an email with a brief description of the project and timeline.

Computational Imaging Reserach (CIR) Lab, University Hospital Bonn

MA Thesis: Deep Learning-based method for virtual ECV in cardiac magnetic resonance imaging (open)
MA Thesis: Deep Learning based model for detection and grading of prostate cancer using multiparametric MRI and Magnetic Resonance Fingerprinting (open)

Albarqouni Lab, Helmholtz AI

MA Thesis: Weakly-Supervised Federated Learning for Chest X-ray Imaging (open)

Running MA Theses

In collaboration with Arab American University - Jenin, Palestine

MA Thesis: Deep Learning with Mammography Imaging

Finished MA Theses

MA Thesis: Deep Insights into Deep-Autoencoding Models for Brain Anomaly Detection (Simone Loehlein, May 22)
MA Thesis: Virtual embeddings and self-consistency for self-supervised learning (Hossam Abdelhamid, May 22) – arXiv
MA Thesis: Multi-Modal Liver Segmentation in Federated Learning (Tobias Bernecker, Sept. 21) – arXiv

In collaboration with CVL/BMIC, ETH Zurich

MA Thesis: Robust unsupervised anomaly detection for medical imaging (Konstantinos Skovoias, Jun. 22)
MA Thesis: Quantifying Trust of Segmented Pathologies in Brain Imaging with little supervision (Mattheaus Heer, Feb. 21 – Accepted and Presented at MIDL'21)
List of more than 40 MA thesis can be found here

Courses

Introduction to Machine Learning 2023SoSe
Seminar on Federated Learning in Healthcare ( 2020WiSe, 2021SoSe)
Computer Aided Medical Procedures ( 2016WiSe, 2017SoSe, 2017WiSe, 2018SoSe)
Innovation Generation in the Healthcare Domain ( 2018SoSe)
Practical Course on Machine Learning In Medical Imaging ( 2015SoSe, 2015WiSe, 2016SoSe, 2016WiSe, 2017WiSe, 2018SoSe, 2018WiSe, 2019SoSe, 2019WiSe)
Seminar on Deep Learning for Medical Applications ( 2016WiSe, 2017SoSe, 2017WiSe, 2018SoSe, 2018WiSe, 2019SoSe, 2019WiSe)
Seminar on Navigation Concepts in Interventional Imaging ( 2016SoSe)
Practical Course on Project Management and Software Development for Medical Applications ( 2014SoSe, 2014WiSe, 2015SoSe, 2015WiSe)