Patrick Godau
Heidelberg, BW, Germany
Last Updated: 09/26/2026
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Found 9 publications
Current validation practice undermines surgical AI development.
Journal: ArXiv
Published: May 04, 2026
PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery.
Journal: Medical image analysis
Published: September 22, 2024
Navigating prevalence shifts in image analysis algorithm deployment.
Journal: Medical image analysis
Published: August 02, 2024
Understanding metric-related pitfalls in image analysis validation.
Journal: ArXiv
Published: March 22, 2023
Sources of performance variability in deep learning-based polyp detection.
Journal: International journal of computer assisted radiology and surgery
Published: March 16, 2023
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Journal: Medical image analysis
Published: February 10, 2023
Understanding metric-related pitfalls in image analysis validation.
Journal: Nature methods
Published: February 09, 2023
Metrics reloaded: recommendations for image analysis validation.
Journal: Nature methods
Published: February 09, 2023
Beyond rankings: Learning (more) from algorithm validation.
Journal: Medical image analysis
Published: June 17, 2021
Showing 1-9 of 9
Last Updated: 09/26/2026