Scholar
Daniel Truhn
Google Scholar ID: dlbH2gMAAAAJ
Professor of Radiology, University Hospital Aachen
Machine Learning
Artificial Intelligence
Computer Vision
Medical Imaging
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Citations & Impact
All-time
Citations
6,558
H-index
40
i10-index
123
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
20 items
Agentic retrieval-augmented reasoning reshapes collective reliability under model variability in radiology question answering
2026
Cited
0
Differential privacy representation geometry for medical image analysis
2026
Cited
0
Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study
2026
Cited
0
The role of self-supervised pretraining in differentially private medical image analysis
2026
Cited
0
Effect of Reporting Mode and Clinical Experience on Radiologists' Gaze and Image Analysis Behavior in Chest Radiography
2025
Cited
0
Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
2025
Cited
0
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
2025
Cited
0
Hallucination Filtering in Radiology Vision-Language Models Using Discrete Semantic Entropy
2025
Cited
0
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Resume (English only)
Academic Achievements
- Publications:
* 'Paper Title A' published in International Journal Name, 2021
* 'Paper Title B' presented at International Conference Name, 2022
- Awards:
* Best Young Scientist Award 2022
- Patents:
* An improved method for neural network training (Patent No. XXXXX)
Research Experience
- Work Experience:
* Since 2020, working as a researcher at YY Institute.
- Research Projects:
* Project A - Exploring the application of deep learning in image recognition
* Project B - Developing new natural language processing algorithms
- Position: Senior Researcher
Education
- Degree: Ph.D.
- University: XX University
- Advisor: Prof. Zhang San
- Time: 2015-2020
- Major: Computer Science and Technology
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Dedicated to solving complex problems using AI technologies.
Miscellany
- Personal Interests: Photography, Traveling
- Other: Enthusiastic about participating in open-source community activities
Co-authors
18 total
Sven Nebelung
Department of Diagnostic and Interventional Radiology, University Hospital Aachen
Jakob Nikolas Kather, MD, MSc
Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
Tianyu Han
University of Pennsylvania
Gustav Müller-Franzes
RWTH Aachen University
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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