Rickmer Braren

Secure, privacy-preserving and federated machine learning in medical imaging

2020 · 1.225 Zit. · Nature Machine Intelligence

Evaluation and mitigation of the limitations of large language models in clinical decision-making

2024 · 445 Zit. · Nature Medicine

End-to-end privacy preserving deep learning on multi-institutional medical imaging

2021 · 438 Zit. · Nature Machine Intelligence

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

2021 · 264 Zit. · npj Digital Medicine

Medical imaging deep learning with differential privacy

2021 · 144 Zit. · Scientific Reports

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 70 Zit. · JCO Clinical Cancer Informatics

Reconciling privacy and accuracy in AI for medical imaging

2024 · 54 Zit. · Nature Machine Intelligence

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

2024 · 34 Zit. · Communications Medicine

Feature Robustness and Diagnostic Capabilities of Convolutional Neural Networks Against Radiomics Features in Computed Tomography Imaging

2021 · 27 Zit. · Investigative Radiology

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis

2023 · 27 Zit. · Lecture notes in computer science

Multimodal graph attention network for COVID-19 outcome prediction

2023 · 25 Zit. · Scientific Reports

Wie funktioniert maschinelles Lernen?

2019 · 20 Zit. · Der Radiologe

Evaluating and Mitigating Limitations of Large Language Models in Clinical Decision Making

2024 · 16 Zit.

Differentially private federated deep learning for multi-site medical image segmentation

2022 · 16 Zit. · Research Square (Research Square)

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

2024 · 15 Zit. · JMIR AI