Heidelberg University

Metrics reloaded: recommendations for image analysis validation

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

2024 · 376 Zit.

Understanding metric-related pitfalls in image analysis validation

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

2024 · 166 Zit.

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

Tirtha Chanda, Katja Hauser, Sarah Hobelsberger et al.

2024 · 138 Zit.

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

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

2023 · 80 Zit.

Prostate cancer risk assessment and avoidance of prostate biopsies using fully automatic deep learning in prostate MRI: comparison to PI-RADS and integration with clinical data in nomograms

Adrian Schrader, Nils Netzer, Thomas Hielscher et al.

2024 · 29 Zit.

Artificial intelligence for decision support in surgical oncology - a systematic review

Martin Wagner, A. Schulze, Michael Haselbeck-Köbler et al.

2022 · 12 Zit.

Peer review fraud—it's not big and it's not clever

Shamima Rahman, Matthias R. Baumgartner, Éva Morava et al.

2015 · 6 Zit.

The potential of GPT-4 advanced data analysis for radiomics-based machine learning models

Martha Foltyn‐Dumitru, Aditya Rastogi, Jae Young Cho et al.

2024 · 4 Zit.

Practical consequences of the European union-AI act for anatomic pathology laboratories a European society of pathology and European society of digital and integrative pathology commissioned expert opinion paper

Frederik Deman, Sofia Palmieri, Glenn Broeckx et al.

2025 · 4 Zit.

Heidelberg Perioperative Deep Data Study (HeiPoDD): study protocol for a prospective cohort study for prediction of complications after high-risk non-cardiac surgery in a German university hospital

Mona Jung-König, H. Hölzer, Solveig Tenckhoff et al.

2025 · 2 Zit.

The ‘Advancing Cardiovascular Risk Identification with Structured Clinical Documentation and Biosignal Derived Phenotypes Synthesis’ project: conceptual design, project planning, and first implementation experiences

Dominik Felbel, Merten Prüser, Constanze Schmidt et al.

2025 · 1 Zit.

Research Ethics for Data Collection from Human Participants – Case Study and Recommendations

Patrick Baracho Dittrich, Alexandra Reichenbach

2025 · 1 Zit.

Advancing standards in biomedical image analysis validation: A perspective on Metrics Reloaded

Annika Reinke, Minu D. Tizabi, Lena Maier‐Hein

2025 · 0 Zit.

Author Reply to Peer Reviews of Deep learning predicts tissue outcomes in retinal organoids

Cassian Afting, Norin Bhatti, Christina Schlagheck et al.

2025 · 0 Zit.

Independent Confirmation

Christian Herweh, Simon Nagel

2022 · 0 Zit.