Bias in Unsupervised Anomaly Detection in Brain MRI

Bias in Unsupervised Anomaly Detection in Brain MRI

26 August 2023

Cosmin I. Bercea

Esther Puyol-Antón

Benedikt Wiestler

Daniel Rueckert

Julia A. Schnabel

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Papers citing "Bias in Unsupervised Anomaly Detection in Brain MRI"

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Title
Invisible Attributes, Visible Biases: Exploring Demographic Shortcuts in MRI-based Alzheimer's Disease Classification Akshit Achara Esther Puyol-Antón A. Hammers A. King 0 0 0 11 Sep 2025
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 118 1 0 31 Oct 2024
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations Sameer Ambekar Julia A. Schnabel Cosmin Bereca MedIm OOD 126 1 0 04 Oct 2024
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 228 24 0 27 Sep 2022