Deployment of Image Analysis Algorithms under Prevalence Shifts

Deployment of Image Analysis Algorithms under Prevalence Shifts

22 March 2023

Patrick Godau

E. Christodoulou

Paul Jäger

Lena Maier-Hein

Papers citing "Deployment of Image Analysis Algorithms under Prevalence Shifts"

6 / 6 papers shown

Title
Automatic dataset shift identification to support root cause analysis of AI performance drift Mélanie Roschewitz Raghav Mehta Charles Jones Ben Glocker OOD 25 2 0 12 Nov 2024
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine Learning Roberta Hansen Matías Vera Lautaro Estienne Luciana Ferrer Pablo Piantanida 11 0 0 05 Jan 2024
Application-driven Validation of Posteriors in Inverse Problems T. Adler Jan-Hinrich Nolke Annika Reinke M. Tizabi Sebastian Gruber ... Lynton Ardizzone Paul F. Jaeger Florian Buettner Ullrich Kothe Lena Maier-Hein MedIm 22 1 0 18 Sep 2023
Analysis and Comparison of Classification Metrics Luciana Ferrer 16 19 0 12 Sep 2022
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift Wenao Ma Cheng Chen Shuang Zheng Jin Qin Huimao Zhang Qi Dou OOD 119 16 0 02 Jul 2022
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 165 828 0 09 Feb 2016