Geert Litjens

The Medical Segmentation Decathlon

2022 · 1.161 Zit. · Nature Communications

Deep learning in histopathology: the path to the clinic

2021 · 852 Zit. · Nature Medicine

Metrics reloaded: recommendations for image analysis validation

2024 · 370 Zit. · Nature Methods

Understanding metric-related pitfalls in image analysis validation

2024 · 164 Zit. · Nature Methods

Metrics reloaded: Recommendations for image analysis validation

2022 · 62 Zit. · arXiv (Cornell University)

Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications

2025 · 60 Zit. · Medical Image Analysis

Generalization of Deep Learning in Digital Pathology: Experience in Breast Cancer Metastasis Detection

2022 · 33 Zit. · Cancers

Understanding metric-related pitfalls in image analysis validation

2023 · 20 Zit. · IT University Of Copenhagen (IT University of Copenhagen)

Artificial intelligence and radiologists in pancreatic cancer detection using standard of care CT scans (PANORAMA): an international, paired, non-inferiority, confirmatory, observational study

2025 · 11 Zit. · The Lancet Oncology

Machine Learning Compared With Pathologist Assessment—Reply

2018 · 9 Zit. · JAMA

Crowdsourcing of artificial intelligence algorithms for diagnosis and Gleason grading of prostate cancer in biopsies

2022 · 7 Zit. · European Urology

End-to-end prognostication in pancreatic cancer by multimodal deep learning: a retrospective, multicenter study

2025 · 6 Zit. · European Radiology

Navigating the landscape of multimodal AI in medicine: a scoping review on technical challenges and clinical applications

2024 · 5 Zit. · arXiv (Cornell University)

Uncertainty-guided annotation enhances segmentation with the human-in-the-loop

2024 · 1 Zit. · arXiv (Cornell University)