Robert Siepmann

According to our database, Robert Siepmann authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation.

André Ferreira, Kunpeng Xie, Caroline Wilpert, Gustavo Correia, Felix Barajas Ordonez, Tiago Gil Oliveira, Maike Bode, Robert Siepmann, Frank Hölzle, Rainer Röhrig, Jens Kleesiek, Daniel Truhn, Jan Egger, Victor Alves, Behrus Puladi

CoRR, June, 2025

2024

Autonomous medical evaluation for guideline adherence of large language models.

Dennis Fast, Lisa C. Adams, Felix Busch, Conor Fallon, Marc Huppertz, Robert Siepmann, Philipp Prucker, Nadine Bayerl, Daniel Truhn, Marcus R. Makowski, Alexander Löser, Keno K. Bressem

npj Digit. Medicine, 2024

Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2.

Gustav Müller-Franzes, Firas Khader, Robert Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn

CoRR, 2024

RadioRAG: Factual Large Language Models for Enhanced Diagnostics in Radiology Using Dynamic Retrieval Augmented Generation.

Soroosh Tayebi Arasteh, Mahshad Lotfinia, Keno K. Bressem, Robert Siepmann, Dyke Ferber, Christiane Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn

CoRR, 2024

2023

Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining.

Tianyu Han, Laura Zigutyte, Luisa Huck, Marc Huppertz, Robert Siepmann, Yossi Gandelsman, Christian Blüthgen, Firas Khader, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

CoRR, 2023