Bert Arnrich

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study

2023 · 22 Zit. · JMIR Medical Informatics

Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data

2022 · 22 Zit. · Sensors

Data Mart based Research in Heart Surgery: Challenges and Benefit

2004 · 17 Zit. · Studies in health technology and informatics

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML

2023 · 7 Zit. · arXiv (Cornell University)

Differentially-Private Federated Learning with Non-IID Data for Surgical Risk Prediction

2024 · 3 Zit.

The AIR·MS data platform for artificial intelligence in healthcare

2025 · 1 Zit. · JAMIA Open

Overcoming the data barrier: transfer learning for 90-day mortality prediction in general surgery – a retrospective multicenter development and comparison study

2025 · 0 Zit. · International Journal of Surgery

Differentially-Private Federated Learning with Non-IID Data For Surgical Risk Prediction

2025 · 0 Zit. · International Journal of Semantic Computing

FHIR-DHP: A Standardized Clinical Data Harmonisation Pipeline for scalable AI application deployment

2022 · 0 Zit. · Research Square (Research Square)