DKFZ-ZMBH Alliance

Metrics reloaded: recommendations for image analysis validation

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

2024 · 352 Zit.

Why rankings of biomedical image analysis competitions should be interpreted with care

Lena Maier‐Hein, Matthias Eisenmann, Annika Reinke et al.

2018 · 352 Zit.

Machine learning in clinical decision making

Lorenz Adlung, Yotam Cohen, Uria Mor et al.

2021 · 263 Zit.

Understanding metric-related pitfalls in image analysis validation

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

2024 · 156 Zit.

Joint Imaging Platform for Federated Clinical Data Analytics

Jonas Scherer, Marco Nolden, Jens Kleesiek et al.

2020 · 70 Zit.

Ethical implications of AI in robotic surgical training: A Delphi consensus statement

Justin Collins, Hani J. Marcus, Ahmed Ghazi et al.

2021 · 68 Zit.

Surgical data science – from concepts toward clinical translation

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

2021 · 39 Zit.

SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education)

Jennifer A. Eckhoff, Guy Rosman, Maria S. Altieri et al.

2023 · 34 Zit.

Extending nnU-Net Is All You Need

Fabian Isensee, Constantin Ulrich, Tassilo Wald et al.

2023 · 31 Zit.

Wie funktioniert maschinelles Lernen?

Jens Kleesiek, Jacob M. Murray, Christian Strack et al.

2019 · 20 Zit.

Künstliche Intelligenz (KI) in der Radiologie?

David Bonekamp, HP Schlemmer

2022 · 11 Zit.

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?

Evangelia Christodoulou, Annika Reinke, Rola Houhou et al.

2024 · 9 Zit.

ESMO basic requirements for AI-based biomarkers in oncology (EBAI)

Mihaela Aldea, Manuel Salto‐Tellez, Antonio Marra et al.

2025 · 9 Zit.

A fully automated machine-learning-based workflow for radiation treatment planning in prostate cancer

Jan-Hendrik Bolten, David Neugebauer, Christoph Grott et al.

2025 · 6 Zit.

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, Sarah de Boer et al.

2025 · 5 Zit.