Ralf Floca

MONAI: An open-source framework for deep learning in healthcare

2022 · 426 Zit. · arXiv (Cornell University)

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 70 Zit. · JCO Clinical Cancer Informatics

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

2024 · 15 Zit. · JMIR AI

Challenges of Open Data in Medical Research

2013 · 11 Zit.

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

2022 · 4 Zit. · arXiv (Cornell University)

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · 3 Zit. · Nature Communications

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

2023 · 2 Zit.

Inclusive Federated Learning for Healthcare Collaboration: Development and Evaluation of a Compliance-Aware Differential Privacy Framework (Preprint)

2025 · 0 Zit.

Privacy Leakage in Federated Learning in Radiology Reports: A Comparative Evaluation of Tokenizer-Driven Privacy Risks (Preprint)

2025 · 0 Zit.

Abstract: Joint Imaging Platform for Federated Clinical Data Analytics

2021 · 0 Zit. · Informatik aktuell