Sven Nebelung

Large language models streamline automated machine learning for clinical studies

2024 · 91 Zit. · Nature Communications

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2023 · 74 Zit. · Medical Image Analysis

Comparative Analysis of Multimodal Large Language Model Performance on Clinical Vignette Questions

2024 · 71 Zit. · JAMA

A pilot study on the efficacy of GPT-4 in providing orthopedic treatment recommendations from MRI reports

2023 · 65 Zit. · Scientific Reports

Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data

2023 · 42 Zit. · Scientific Reports

Medical large language models are susceptible to targeted misinformation attacks

2024 · 39 Zit. · npj Digital Medicine

Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

2021 · 39 Zit. · Nature Communications

Revolution or risk?—Assessing the potential and challenges of GPT-4V in radiologic image interpretation

2024 · 35 Zit. · European Radiology

Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging

2024 · 33 Zit. · Communications Medicine

The virtual reference radiologist: comprehensive AI assistance for clinical image reading and interpretation

2024 · 23 Zit. · European Radiology

Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs

2023 · 15 Zit. · Radiology Artificial Intelligence

Multimodal Large Language Models are Generalist Medical Image Interpreters

2023 · 15 Zit.

Comparative Analysis of GPT-4Vision, GPT-4 and Open Source LLMs in Clinical Diagnostic Accuracy: A Benchmark Against Human Expertise

2023 · 14 Zit.

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

2025 · 14 Zit. · Scientific Reports

Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging

2023 · 12 Zit. · arXiv (Cornell University)