Tobias Penzkofer

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 70 Zit. · JCO Clinical Cancer Informatics

CHAIMELEON Project: Creation of a Pan-European Repository of Health Imaging Data for the Development of AI-Powered Cancer Management Tools

2022 · 35 Zit. · Frontiers in Oncology

Das Netzwerk Universitätsmedizin: Technisch-organisatorische Ansätze für Forschungsdatenplattformen

2023 · 22 Zit. · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz

Empowering cancer research in Europe: the EUCAIM cancer imaging infrastructure

2025 · 16 Zit. · Insights into Imaging

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

2024 · 14 Zit. · JMIR AI

Assessing the clinical performance of artificial intelligence software for prostate cancer detection on MRI

2022 · 13 Zit. · European Radiology

Real-world federated learning in radiology: hurdles to overcome and benefits to gain

2024 · 13 Zit. · Journal of the American Medical Informatics Association

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

2022 · 4 Zit. · arXiv (Cornell University)

Analyzing the TotalSegmentator for facial feature removal in head CT scans

2025 · 2 Zit. · Radiography

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

2023 · 2 Zit.

Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach

2024 · 2 Zit. · European Journal of Radiology

Challenges in Implementing the Local Node Infrastructure for a National Federated Machine Learning Network in Radiology

2023 · 2 Zit. · Healthcare

International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs

2025 · 1 Zit. · NEJM AI

Prostate MRI: what to consider when shopping for AI tools

2024 · 1 Zit. · European Radiology

Prostate-MRI reporting should be done with the aid of AI systems: Pros

2024 · 1 Zit. · European Radiology