Christoph Röllig

According to our database, Christoph Röllig authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints.

Waldemar Hahn, Jan-Niklas Eckardt, Christoph Röllig, Martin Sedlmayr, Jan Moritz Middeke, Markus Wolfien

CoRR, May, 2025

Synthetic bone marrow images augment real samples in developing acute myeloid leukemia microscopy classification models.

Jan-Niklas Eckardt, Ishan Srivastava, Zizhe Wang, Susann Winter, Tim Schmittmann, Sebastian Riechert, Miriam Eva Helena Gediga, Anas Shekh Sulaiman, Martin M. K. Schneider, Freya Schulze, Christian Thiede, Katja Sockel, Frank Kroschinsky, Christoph Röllig, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

npj Digit. Medicine, 2025

2024

Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence.

Jan-Niklas Eckardt, Waldemar Hahn, Christoph Röllig, Sebastian Stasik, Uwe Platzbecker, Carsten Müller-Tidow, Hubert Serve, Claudia D. Baldus, Christoph Schliemann, Kerstin Schäfer-Eckart, Maher Hanoun, Martin Kaufmann, Andreas Burchert, Christian Thiede, Johannes Schetelig, Martin Sedlmayr, Martin Bornhäuser, Markus Wolfien, Jan Moritz Middeke

npj Digit. Medicine, 2024