Thomas Küstner

32PUBLICATIONS
106CO-AUTHORS
Semi- and unsupervised learningComputational imagingFormal methods for softwareComputational physiologyContext learning
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Publications (32)

|Oct 13, 2026
Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study.

|Mar 20, 2026
Deep-Learning-Based Image Reconstruction to Improve End-Diastolic and Systolic Cardiac T1 Mapping.

Daniel Amsel, Jens Wetzl, Daniel Giese

|Feb 05, 2026
Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI.

Aya Ghoul, Cecilia Liang, Isabelle Loster

|Jan 28, 2026
Age- and BMI-Dependent Psoas and Gluteus Muscle Mass in 27,805 Participants of the Population-Based German National Cohort (NAKO Gesundheitsstudie): A Deep-Learning 3T MRI Study.

Lena Sophie Kiefer, Marius Winter, Sofia Pappa

|Oct 18, 2025
Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels.

Aya Ghoul, Paxstan Cassal Paulson, Andreas Lingg

|Aug 30, 2025
Liver fat quantification at 0.55 T enabled by locally low-rank enforced deep learning reconstruction.

Majd Helo, Dominik Nickel, Stephan Kannengiesser

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Frequent Collaborators

5 joint publications

Sergios Gatidis

5 joint publications

Konstantin Nikolaou

3 joint publications

Cecilia Liang

3 joint publications

Olivier Jaubert