Gustav Müller‐Franzes

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2023 · 74 Zit. · Medical Image Analysis

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

The ecological footprint of medical AI

2023 · 23 Zit. · European Radiology

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

2025 · 14 Zit. · Scientific Reports

An automated information extraction model for unstructured discharge letters using large language models and GPT-4

2025 · 7 Zit. · Healthcare Analytics

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2022 · 7 Zit.

Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging

2025 · 6 Zit. · Communications Medicine

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

2022 · 4 Zit. · Diagnostics