Fabian Bamberg

A Context-based Chatbot Surpasses Radiologists and Generic ChatGPT in Following the ACR Appropriateness Guidelines

2023 · 141 Zit. · Radiology

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 71 Zit. · JCO Clinical Cancer Informatics

Performance of ChatGPT, human radiologists, and context-aware ChatGPT in identifying AO codes from radiology reports

2023 · 52 Zit. · Scientific Reports

Population-Based Imaging and Radiomics: Rationale and Perspective of the German National Cohort MRI Study

2016 · 51 Zit. · RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

Improving the use of LLMs in radiology through prompt engineering: from precision prompts to zero-shot learning

2024 · 46 Zit. · RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

A retrieval-augmented chatbot based on GPT-4 provides appropriate differential diagnosis in gastrointestinal radiology: a proof of concept study

2024 · 28 Zit. · European Radiology Experimental

The Lodwick classification for grading growth rate of lytic bone tumors: a decision tree approach

2021 · 28 Zit. · Skeletal Radiology

AI-based X-ray fracture analysis of the distal radius: accuracy between representative classification, detection and segmentation deep learning models for clinical practice

2024 · 24 Zit. · BMJ Open

A content-aware chatbot based on GPT 4 provides trustworthy recommendations for Cone-Beam CT guidelines in dental imaging

2024 · 21 Zit. · Dentomaxillofacial Radiology

Present Limitations of Artificial Intelligence in the Emergency Setting – Performance Study of a Commercial, Computer-Aided Detection Algorithm for Pulmonary Embolism

2021 · 13 Zit. · RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

Retrieval-augmented generation improves precision and trust of a GPT-4 model for emergency radiology diagnosis and classification: a proof-of-concept study

2025 · 12 Zit. · European Radiology

Retrieval-Augmented Generation with Large Language Models in Radiology: From Theory to Practice

2025 · 11 Zit. · Radiology Artificial Intelligence

Radiomics workflow definition & challenges - German priority program 2177 consensus statement on clinically applied radiomics

2024 · 9 Zit. · Insights into Imaging

Performance of large language models for CAD-RADS 2.0 classification derived from cardiac CT reports

2025 · 9 Zit. · Journal of cardiovascular computed tomography

Enhancing chatbot performance for imaging recommendations: Leveraging GPT-4 and context-awareness for trustworthy clinical guidance

2024 · 8 Zit. · European Journal of Radiology