(Predictable) Performance Bias in Unsupervised Anomaly Detection

(Predictable) Performance Bias in Unsupervised Anomaly Detection

25 September 2023

Georgios Kaissis

Benedikt Wiestler

Daniel Rückert

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Papers citing "(Predictable) Performance Bias in Unsupervised Anomaly Detection"

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Title
Critical Appraisal of Fairness Metrics in Clinical Predictive AI João Matos Ben Van Calster Leo Anthony Celi Paula Dhiman J. Gichoya R. Riley Chris Russell Sara Khalid Gary S. Collins 41 0 0 20 Jun 2025
Fairness-aware Anomaly Detection via Fair Projection Feng Xiao Xiaoying Tang Jicong Fan 122 0 0 16 May 2025
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 91 1 0 31 Oct 2024
Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging Emma A. M. Stanley Raissa Souza Anthony J. Winder Vedant Gulve Kimberly Amador Matthias Wilms Nils D. Forkert 132 12 0 03 Nov 2023