Tobias Penzkofer

A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate

2021 · 110 Zit. · Investigative Radiology

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 71 Zit. · JCO Clinical Cancer Informatics

Detection and PI-RADS classification of focal lesions in prostate MRI: Performance comparison between a deep learning-based algorithm (DLA) and radiologists with various levels of experience

2021 · 43 Zit. · European Journal of Radiology

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

2022 · 39 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 · 21 Zit. · Insights into Imaging

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

2024 · 17 Zit. · JMIR AI

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

2022 · 13 Zit. · European Radiology

Künstliche Intelligenz und Radiomics in der MRT-basierten Prostatadiagnostik

2019 · 11 Zit. · Der Radiologe

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

2022 · 4 Zit. · arXiv (Cornell University)

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

2023 · 3 Zit.

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

2024 · 3 Zit. · European Journal of Radiology

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

2025 · 2 Zit. · NEJM AI

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

2023 · 2 Zit. · Healthcare

Comparing performance of seven fine-tuned open-source large language models in summarizing and predicting outcome-relevant information from mechanical thrombectomy reports in patients with acute ischemic stroke

2025 · 1 Zit. · European Radiology