Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection

17 July 2024

Papers citing "Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection"

5 / 5 papers shown

Title
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection Farzad Beizaee Gregory A. Lodygensky Christian Desrosiers Jose Dolz DiffM MedIm 37 0 0 24 Feb 2025
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 29 40 0 07 Mar 2023
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art I. Lagogiannis Felix Meissen Georgios Kaissis Daniel Rueckert OOD 83 18 0 01 Mar 2023
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 106 448 0 26 Jan 2022
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 288 75,800 0 18 May 2015