Christiane Kühl

Swarm Learning for decentralized and confidential clinical machine learning

2021 · 821 Zit. · Nature

Large language models streamline automated machine learning for clinical studies

2024 · 98 Zit. · Nature Communications

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2023 · 80 Zit. · Medical Image Analysis

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

2023 · 67 Zit. · Scientific Reports

Medical large language models are susceptible to targeted misinformation attacks

2024 · 47 Zit. · npj Digital Medicine

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

2023 · 46 Zit. · Scientific Reports

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

2024 · 40 Zit. · European Radiology

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

2021 · 40 Zit. · Nature Communications

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

2024 · 26 Zit. · European Radiology

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

2023 · 16 Zit. · Radiology Artificial Intelligence

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

2023 · 12 Zit. · arXiv (Cornell University)

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2022 · 8 Zit. · medRxiv

The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation

2024 · 6 Zit. · Radiology

Reliability as a Precondition for Trust—Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction

2022 · 5 Zit. · Diagnostics

The Impact of Access to Clinical Guidelines on LLM‐Based Treatment Recommendations for Chronic Hepatitis B

2025 · 4 Zit. · Liver International