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 · 817 Zit.

Metrics reloaded: recommendations for image analysis validation

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

2024 · 363 Zit.

Surgical data science – from concepts toward clinical translation

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

2022 · 316 Zit.

Understanding metric-related pitfalls in image analysis validation

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

2024 · 161 Zit.

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

Tirtha Chanda, Katja Hauser, Sarah Hobelsberger et al.

2024 · 135 Zit.

Toward Explainable Artificial Intelligence for Precision Pathology

Frederick Klauschen, Jonas Dippel, Philipp Keyl et al.

2023 · 112 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 · 98 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 · 97 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 · 78 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 · 66 Zit.

Comparison of physician and artificial intelligence-based symptom checker diagnostic accuracy

Markus Gräf, Johannes Knitza, Jan Leipe et al.

2022 · 63 Zit.

Transforming literature screening: The emerging role of large language models in systematic reviews

Fernando M. Delgado-Chaves, Matthew J. Jennings, António Atalaia et al.

2025 · 46 Zit.

Identifying Fatal Head Injuries on Postmortem Computed Tomography Using Convolutional Neural Network/Deep Learning: A Feasibility Study

Jack Garland, Benjamin Ondruschka, Simon Stables et al.

2020 · 35 Zit.