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D. Truhn · SciRah

Researcher profile · Semantic Scholar

D. Truhn

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D. Truhn — researcher profile on SciRah

h-index: 53
Works: 371
Citations: 9,836

Most-cited papers

Current applications and challenges in large language models for patient care: a systematic review
Felix Busch, Lena Hoffmann, Christopher Rueger, E. V. van Dijk +10 more
2025Communications Medicine338 citations Open access
Semantic Scholar
Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology
Dyke Ferber, O. E. El Nahhas, G. Wölflein, I. Wiest +10 more
2025Nature Cancer193 citations Open access
Semantic Scholar
Prompt injection attacks on vision language models in oncology
J. Clusmann, Dyke Ferber, I. Wiest, C. Schneider +4 more
2025Nature Communications86 citations Open access
Semantic Scholar
LLM Agents Making Agent Tools
G. Wölflein, Dyke Ferber, D. Truhn, Ognjen Arandjelović +1 more
2025Annual Meeting of the Association for Computational Linguistics76 citations
Semantic Scholar
Benchmarking foundation models as feature extractors for weakly supervised computational pathology
P. Neidlinger, O. E. El Nahhas, H. Muti, Tim Lenz +12 more
2025Nature Biomedical Engineering63 citations Open access
Semantic Scholar
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications
Marziyeh Mohammadi, Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu +3 more
2025npj Digital Medicine45 citations Open access
Semantic Scholar
Towards autonomous medical artificial intelligence agents
Dyke Ferber, L. Hilgers, Christiane Höper, B. Kinny-Köster +16 more
2026Nature39 citations Open access
Semantic Scholar
Artificial intelligence agents in cancer research and oncology.
D. Truhn, Shekoofeh Azizi, James Zou, L. Cerdá-Alberich +2 more
2026Nature Reviews. Cancer25 citations
Semantic Scholar
Multi-step retrieval and reasoning improves radiology question answering with large language models
Sebastian Wind, Jeta Sopa, D. Truhn, Mahshad Lotfinia +8 more
2025npj Digital Medicine24 citations Open access
Semantic Scholar
Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
Johannes Moll, M. Graf, T. Lemke, Nicolas Lenhart +6 more
2025arXiv.org16 citations
Semantic Scholar
An Automated Information Extraction Model For Unstructured Discharge Letters Using Large Language Models and GPT-4
R. Siepmann, G. Baldini, C. S. Schmidt, D. Truhn +5 more
2025Healthcare Analytics16 citations Open access
Semantic Scholar
Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv2
Gustav Müller-Franzes, Firas Khader, R. Siepmann, T. Han +3 more
2025Scientific Reports15 citations Open access
Semantic Scholar
Unconditional latent diffusion models memorize patient imaging data.
S. Dar, Marvin Seyfarth, I. Ayx, T. Papavassiliu +10 more
2025Nature Biomedical Engineering13 citations
Semantic Scholar
Visual Large Language Models in Radiology: A Systematic Multimodel Evaluation of Diagnostic Accuracy and Hallucinations
M. S. von der Stück, Roman Vuskov, Simon D. Westfechtel, R. Siepmann +3 more
2026Life12 citations Open access
Semantic Scholar
Incidental Prompt Injections on Vision–Language Models in Real-Life Histopathology
J. Clusmann, Stefan Schulz, Dyke Ferber, I. Wiest +14 more
2025NEJM AI12 citations
Semantic Scholar
Guidelines for Reporting Studies on Large Language Models in Radiology: An International Delphi Expert Survey.
J. Kottlors, Andra-Iza Iuga, C. Bluethgen, K. Bressem +24 more
2026Radiology10 citations Open access
Semantic Scholar
Deep Learning Discovers New Morphological Features while Predicting Genetic Alterations from Histopathology of Papillary Thyroid Carcinoma
Ingrid Marion, Stefan Schulz, Christina Glasner, J. Kather +16 more
2025Thyroid9 citations
Semantic Scholar
Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease
Ya-Zhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Müller-Franzes +23 more
2025Liver international (Print)9 citations Open access
Semantic Scholar
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
C. Bluethgen, Dave Van Veen, D. Truhn, J. Kather +7 more
2025arXiv.org9 citations
Semantic Scholar
Patients’ views on the use of artificial intelligence in healthcare: Artificial Intelligence Survey Aachen (AISA)—a prospective survey
S. G. Baldus, M. Wiesmann, U. Habel, Anna Gerhards +6 more
2026Insights into Imaging8 citations Open access
Semantic Scholar
AI in motion: the impact of data augmentation strategies on mitigating MRI motion artifacts
Simon D. Westfechtel, Kristoffer Kußmann, Cederic Aßmann, Marc Huppertz +7 more
2025European Radiology8 citations Open access
Semantic Scholar
AI regulation in healthcare around the world: what is the status quo?
F. Busch, R. Geis, Y.-C. Wang, J. Kather +9 more
2025medRxiv8 citations Open access
Semantic Scholar
Bridging communication gaps: the role of voice-enabled AI in medicine
C. Loeffler, H. Muti, J. Kather, D. Truhn
2025ESMO real world data and digital oncology7 citations Open access
Semantic Scholar
Comprehensive deep learning-assisted multi-condition analysis of knee MRI studies improves resident radiologist performance
Roman Vuskov, A. Hermans, Martin Pixberg, J. Müller-Hübenthal +10 more
2025European Radiology6 citations Open access
Semantic Scholar
The Impact of Access to Clinical Guidelines on LLM‐Based Treatment Recommendations for Chronic Hepatitis B
R. Siepmann, C. Schneider, Marc Sebastian von der Stueck, I. Amygdalos +12 more
2025Liver international (Print)6 citations Open access
Semantic Scholar
Intermuscular adipose tissue and lean muscle mass assessed with MRI in people with chronic back pain in Germany: a retrospective observational study
S. Ziegelmayer, H. Häntze, C. Mertens, Felix Busch +23 more
2025The Lancet Regional Health - Europe6 citations Open access
Semantic Scholar
A European Multi-Center Breast Cancer MRI Dataset
Gustav Müller-Franzes, Lorena Escudero Sanchez, N. Payne, A. Athanasiou +17 more
2025arXiv.org6 citations
Semantic Scholar
Safety and accuracy follow different scaling laws in clinical large language models
Sebastian Wind, Tri-Thien Nguyen, Jeta Sopa, Mahshad Lotfinia +8 more
2026arXiv.org5 citations
Semantic Scholar
Large language model-based uncertainty-adjusted label extraction for artificial intelligence model development in upper extremity radiography
Hanna Kreutzer, Anne-Sophie Caselitz, Thomas Dratsch, D. Pinto dos Santos +3 more
2025European Radiology5 citations Open access
Semantic Scholar
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning
A. Meneghetti, M. Hernández, J. Kühn, Steffen Löck +8 more
2025BMC Artificial Intelligence4 citations Open access
Semantic Scholar
Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision
S. T. Arasteh, Mehdi Joodaki, Mahshad Lotfinia, S. Nebelung +1 more
2026arXiv.org3 citations
Semantic Scholar
A comprehensive bedside chest radiography dataset with structured, itemized and graded radiologic reports
D. Truhn, Dan Geiger, R. Siepmann, M. S. von der Stück +5 more
2026Scientific Data3 citations Open access
Semantic Scholar
Preoperative arterial and venous CT radiomics for survival prediction after pylorus preserving pancreatoduodenectomy in pancreatic head cancer
Annika Rastkhiz, Ali Rastkhiz, Felicia Erb, Maximilian F Schulze-Hagen +6 more
2025Scientific Reports3 citations Open access
Semantic Scholar
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification
P. Wienholt, Christiane Kuhl, J. Kather, S. Nebelung +1 more
2025Scientific Reports3 citations Open access
Semantic Scholar
Skeletal Muscle Radiation Attenuation at C3 Predicts Survival in Head and Neck Cancer
Felix Barajas Ordonez, K. Xie, A. Ferreira, R. Siepmann +10 more
2025Current Oncology3 citations Open access
Semantic Scholar
Pioneering fully automated bony orbit segmentation: an in silico nnU-Net multicentre approach.
A. Rashad, M. Beyer, S. Eftimie, B. Hinrichs-Puladi +8 more
2025International Journal of Oral & Maxillofacial Surgery3 citations Open access
Semantic Scholar
Retrieval-augmented reasoning reshapes collective reliability in text-based radiology question answering
Mina Farajiamiri, Jeta Sopa, Saba Afza, Lisa C. Adams +8 more
2026Patterns2 citations Open access
Semantic Scholar
How to bring generative AI to oncology practice
D. Truhn, J. Kather
2026ESMO real world data and digital oncology2 citations Open access
Semantic Scholar
The pretraining domain outweighs the training objective in setting the privacy-utility trade-off of differentially private medical image analysis
S. T. Arasteh, Mina Farajiamiri, Mahshad Lotfinia, B. Hinrichs-Puladi +6 more
20262 citations
Semantic Scholar
Machine Learning Predicts Hepatocellular Carcinoma Risk from Routine Clinical Data: A Large Population-Based Multicentric Study
J. Clusmann, Paul-Henry Koop, David Zhang, F. van Haag +12 more
2026Cancer Discovery2 citations Open access
Semantic Scholar
Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study
Zihao Zhao, Frederik Hauke, J. de Castilhos, S. Nebelung +1 more
2026arXiv.org2 citations
Semantic Scholar
Vision-language models for chest radiography do not always need the image
Mahshad Lotfinia, S. Ziegelmayer, L. Adams, D. Truhn +2 more
2026arXiv.org2 citations
Semantic Scholar
When Framing Shapes the Answer: Cognitive Bias and Large Language Model Reliability in Radiology.
Soroosh Tayebi Arasteh, D. Truhn
2026Radiology: Artificial Intelligence2 citations
Semantic Scholar
Resolution-dependent self-supervised transfer in chest radiograph classification
Soroosh Tayebi Arasteh, Mina Shaigan, Christiane Kuhl, J. Kather +2 more
2025Communications Medicine2 citations Open access
Semantic Scholar
Hallucination filtering in radiology vision-language models using discrete semantic entropy
P. Wienholt, Sophie Caselitz, R. Siepmann, P. Bruners +5 more
2025European Radiology2 citations Open access
Semantic Scholar
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems
K. Xie, L. Gruber, M. Crampen, Yao Li +47 more
2025Expert systems with applications2 citations Open access
Semantic Scholar
Associations of MRI-derived Paraspinal IMAT and LMM with Cardiometabolic Risk Factors: Results from a German Cohort.
S. Ziegelmayer, H. Häntze, C. Mertens, Felix Busch +27 more
2026Radiology1 citations
Semantic Scholar
CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts
T. Han, Riga Wu, Yu Tian, Firas Khader +8 more
2026medRxiv1 citations Open access
Semantic Scholar
Reducing manual workload in CT and MRI annotation with the Segment Anything Model 2
Leo Misera, S. Nebelung, Z. Carrero, Keno K. Bressem +5 more
2026BMC Medical Imaging1 citations Open access
Semantic Scholar
Artificial Intelligence and Radiomics in Molecular Oncology Imaging.
D. Truhn, S. Nebelung
2026Recent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer1 citations
Semantic Scholar

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