Patrick Godau

Metrics reloaded: recommendations for image analysis validation

2024 · 343 Zit. · Nature Methods

Understanding metric-related pitfalls in image analysis validation

2024 · 154 Zit. · Nature Methods

Metrics reloaded: Recommendations for image analysis validation

2022 · 62 Zit. · arXiv (Cornell University)

Understanding metric-related pitfalls in image analysis validation

2023 · 20 Zit. · arXiv (Cornell University)

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

Deployment of Image Analysis Algorithms Under Prevalence Shifts

2023 · 6 Zit. · Lecture notes in computer science

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery

2025 · 3 Zit. · Medical Image Analysis

Task Fingerprinting for Meta Learning inBiomedical Image Analysis

2021 · 2 Zit. · Lecture notes in computer science

Current validation practice undermines surgical AI development

2025 · 1 Zit. · ArXiv.org

Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI

2024 · 1 Zit. · arXiv (Cornell University)

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims

2025 · 1 Zit. · ArXiv.org

Task Fingerprinting for Meta Learning in Biomedical Image Analysis

2021 · 1 Zit. · arXiv (Cornell University)

Performance uncertainty in medical image analysis: a large-scale investigation of confidence intervals

2026 · 0 Zit. · SPIRE - Sciences Po Institutional REpository