Daniel Truhn

Also affiliated with RWTH Aachen University

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 23 papers. Top paper: “Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study”.

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study

Cancer Cell(2023)10.1016/j.ccell.2023.08.002

N/A

4.8DataRank · unranked

254 citations

Daniel Reisenbüchler, Nicholas P. West, Jan Niehues, Jiefu Zhu, Sebastian Foersch +62 more

Automated segmentation of 3D cine cardiovascular magnetic resonance imaging

Frontiers in Cardiovascular Medicine(2023)10.3389/fcvm.2023.1167500

N/A

0DataRank · unranked

14 citations

Jennifer Romanowicz, Danielle F. Pace, Polina Golland, Andrew J. Powell, Andreas Maier +7 more

Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs

arXiv (Cornell University)(2023)10.48550/arxiv.2305.06965

N/A

0DataRank · unranked

0 citations

Gustav Müller‐Franzes, Tianyu Han, Sven Nebelung, Christiane Kühl, Johannes Stegmaier +2 more

Reporting guidelines in medical artificial intelligence: a systematic review and meta-analysis

Communications Medicine(2024)10.1038/s43856-024-00492-0

N/A

0DataRank · unranked

133 citations

Gregory Patrick Veldhuizen, Jiefu Zhu, Daniel Truhn, Jakob Nikolas Kather, Fiona R. Kolbinger

Privacy-preserving large language models for structured medical information retrieval

npj Digital Medicine(2024)10.1038/s41746-024-01233-2

N/A

0DataRank · unranked

111 citations

Dyke Ferber, Jiefu Zhu, Marko van Treeck, Sonja K. Meyer, Radhika Juglan +7 more

Medical large language models are susceptible to targeted misinformation attacks

npj Digital Medicine(2024)10.1038/s41746-024-01282-7

N/A

0DataRank · unranked

53 citations

Sven Nebelung, Firas Khader, Tianci Wang, Gustav Müller‐Franzes, Christiane Kühl +7 more

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.108410

N/A

0DataRank · unranked

10 citations

Gustav Müller‐Franzes, Yoni Schirris, Sophia J. Wagner, Michael Jendrusch, Matthias Kloor +8 more

Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101713

N/A

0DataRank · unranked

7 citations

Laura Žigutytė, Luisa Huck, Marc Huppertz, Robert Siepmann, Yossi Gandelsman +7 more

End-To-End Clinical Trial Matching with Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2407.13463

N/A

0DataRank · unranked

13 citations

Lars Hilgers, Isabella C. Wiest, Marie-Elisabeth Leßmann, Jan Clusmann, Peter Neidlinger +11 more

Benchmarking foundation models as feature extractors for weakly-supervised computational pathology

arXiv (Cornell University)(2024)10.48550/arxiv.2408.15823

N/A

0DataRank · unranked

12 citations

Omar S. M. El Nahhas, Hannah Sophie Muti, Tim Lenz, Michael Hoffmeister, Hermann Brenner +11 more

Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.29.620913

N/A

0DataRank · unranked

6 citations

Tim Lenz, Tianyu Han, Katherine Hewitt, Nic G. Reitsam, Sebastian Foersch +7 more

Prompt Injection Attacks on Large Language Models in Oncology

arXiv (Cornell University)(2024)10.48550/arxiv.2407.18981

N/A

0DataRank · unranked

5 citations

Dyke Ferber, Isabella C. Wiest, Carolin V. Schneider, Titus J. Brinker, Sebastian Foersch +3 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2411.15802

N/A

0DataRank · unranked

2 citations

Firas Khader, Robert Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung +2 more

A pen mark is all you need - Incidental prompt injection attacks on Vision Language Models in real-life histopathology

medRxiv(2024)10.1101/2024.12.11.24318840

N/A

0DataRank · unranked

1 citations

Stefan Schulz, Dyke Ferber, Isabella C. Wiest, Aurélie Fernandez, Markus Eckstein +13 more

Prompt injection attacks on vision language models in oncology

Nature Communications(2025)10.1038/s41467-024-55631-x

N/A

0DataRank · unranked

40 citations

Dyke Ferber, Isabella C. Wiest, Carolin V. Schneider, Titus J. Brinker, Sebastian Foersch +3 more

RadioRAG: Online Retrieval–Augmented Generation for Radiology Question Answering

Radiology Artificial Intelligence(2025)10.1148/ryai.240476

N/A

0DataRank · unranked

21 citations

Mahshad Lotfinia, Keno K. Bressem, Robert Siepmann, Lisa C. Adams, Dyke Ferber +5 more

Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv2

Scientific Reports(2025)10.1038/s41598-025-09041-8

N/A

0DataRank · unranked

17 citations

Firas Khader, Robert Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung +2 more

Deep learning can predict cardiovascular events from liver imaging

JHEP Reports(2025)10.1016/j.jhepr.2025.101427

N/A

0DataRank · unranked

7 citations

Tim Lenz, Didem Çifçi, Marko van Treeck, Jan Clusmann, Yazhou Chen +7 more

Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease

Liver International(2025)10.1111/liv.70164

N/A

0DataRank · unranked

7 citations

Benjamin P. M. Laevens, Teresa Lemainque, Gustav Müller‐Franzes, Tobias Seibel, Carola Dlugosch +22 more

Intermuscular adipose tissue and lean muscle mass assessed with MRI in people with chronic back pain in Germany: a retrospective observational study

The Lancet Regional Health - Europe(2025)10.1016/j.lanepe.2025.101323

N/A

0DataRank · unranked

3 citations

Hartmut Häntze, Christian Mertens, Felix Busch, Tristan Lemke, Jakob Nikolas Kather +22 more

End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning

BMC Artificial Intelligence(2025)10.1186/s44398-025-00003-8

N/A

0DataRank · unranked

3 citations

Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys I. Carrero, Raquel Pérez-López +7 more

Denoising diffusion probabilistic models for 3D medical image generation

Scientific Reports(2023)10.1038/s41598-023-34341-2

N/A

0DataRank · unranked

306 citations

Gustav Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze‐Hagen +10 more

LLM Agents Making Agent Tools

(2025)10.18653/v1/2025.acl-long.1266

N/A

0DataRank · unranked

10 citations

Dyke Ferber, Daniel Truhn, Ognjen Arandjelović, Jakob Nikolas Kather, Georg Wölflein