University Medical Center Hamburg-Eppendorf

Swarm Learning for decentralized and confidential clinical machine learning

Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry et al.

2021 · 819 Zit.

Metrics reloaded: recommendations for image analysis validation

Lena Maier‐Hein, Annika Reinke, Patrick Godau et al.

2024 · 369 Zit.

Surgical data science – from concepts toward clinical translation

Lena Maier‐Hein, Matthias Eisenmann, Duygu Sarıkaya et al.

2022 · 317 Zit.

Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study

Anindo Saha, Joeran Sander Bosma, Jasper J. Twilt et al.

2024 · 247 Zit.

Artificial intelligence and colonoscopy experience: lessons from two randomised trials

Alessandro Repici, Marco Spadaccini, Giulio Antonelli et al.

2021 · 222 Zit.

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner et al.

2024 · 163 Zit.

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

Tirtha Chanda, Katja Hauser, Sarah Hobelsberger et al.

2024 · 137 Zit.

Toward Explainable Artificial Intelligence for Precision Pathology

Frederick Klauschen, Jonas Dippel, Philipp Keyl et al.

2023 · 113 Zit.

Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review

Alissa Brauneck, Louisa Schmalhorst, Mohammad Mahdi Kazemi Majdabadi et al.

2023 · 99 Zit.

Diagnostic accuracy of a large language model in rheumatology: comparison of physician and ChatGPT-4

Martin Krusche, Johanna Callhoff, Johannes Knitza et al.

2023 · 98 Zit.

A framework for advancing sustainable magnetic resonance imaging access in Africa

Udunna Anazodo, Jinggang J. Ng, Boaz Ehiogu et al.

2022 · 94 Zit.

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha et al.

2023 · 79 Zit.

Smart chest X-ray worklist prioritization using artificial intelligence: a clinical workflow simulation

Ivo M. Baltruschat, Leonhard Steinmeister, Hannes Nickisch et al.

2020 · 75 Zit.

A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy

Coen Hurkmans, Jean‐Emmanuel Bibault, Kristy K. Brock et al.

2024 · 67 Zit.

Applications of artificial intelligence for patients with peripheral artery disease

Fabien Lareyre, Christian‐Alexander Behrendt, Arindam Chaudhuri et al.

2022 · 64 Zit.