Gerhard-Paul Diller

According to our database, Gerhard-Paul Diller authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-modal dataset creation for federated learning with DICOM-structured reports.

Malte Tölle, Lukas Burger, Halvar Kelm, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Philipp Garthe, Stefan Groß, Anja Hennemuth, Lars Kaderali, Nina Krüger, Andreas Leha, Simon Martin, Alexander Meyer, Eike Nagel, Stefan Orwat, Clemens Scherer, Moritz Seiffert, Jan Moritz Seliger, Stefan Simm, Tim Friede, Tim Seidler, Sandy Engelhardt

Int. J. Comput. Assist. Radiol. Surg., March, 2025

Real world federated learning with a knowledge distilled transformer for cardiac CT imaging.

Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt

npj Digit. Medicine, 2025

2024

Federated Foundation Model for Cardiac CT Imaging.

Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt

CoRR, 2024

2020

Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease.

Gerhard-Paul Diller, Julius Vahle, Robert Radke, Maria Luisa Benesch Vidal, Alicia Jeanette Fischer, Ulrike M. M. Bauer, Samir Sarikouch, Felix Berger, Philipp Beerbaum, Helmut Baumgartner, Stefan Orwat

BMC Medical Imaging, 2020