Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder

23 November 2018

Papers citing "Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder"

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 42 0 0 24 Feb 2025
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI Ziyun Liang Harry Anthony Felix Wagner Konstantinos Kamnitsas DiffM MedIm 24 9 0 30 Aug 2023
Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection Ashay Patel Petru-Daniel Tudosiu W. H. Pinaya G. Cook Vicky Goh Sebastien Ourselin M. Jorge Cardoso OOD ViT MedIm 28 11 0 14 Apr 2023
On the Pitfalls of Using the Residual Error as Anomaly Score Felix Meissen Benedikt Wiestler Georgios Kaissis Daniel Rueckert UQCV 29 11 0 08 Feb 2022
AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation Felix Meissen Georgios Kaissis Daniel Rueckert UQCV 25 3 0 24 Jan 2022