Geert Litjens

The Medical Segmentation Decathlon

2022 · 1.120 Zit. · Nature Communications

Deep learning in histopathology: the path to the clinic

2021 · 832 Zit. · Nature Medicine

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

2022 · 390 Zit. · UTUPub (University of Turku)

Metrics reloaded: recommendations for image analysis validation

2024 · 349 Zit. · Nature Methods

Understanding metric-related pitfalls in image analysis validation

2024 · 156 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 · 50 Zit. · Medical Image Analysis

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

2022 · 31 Zit. · Cancers

Understanding metric-related pitfalls in image analysis validation

2023 · 20 Zit. · arXiv (Cornell University)

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

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

2024 · 5 Zit. · arXiv (Cornell University)

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

2025 · 5 Zit. · The Lancet Oncology

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

2024 · 1 Zit. · arXiv (Cornell University)