Modality Cycles with Masked Conditional Diffusion for Unsupervised
Anomaly Segmentation in MRI

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

30 August 2023

Konstantinos Kamnitsas

Papers citing "Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI"

6 / 6 papers shown

Title
IterMask3D: Unsupervised Anomaly Detection and Segmentation with Test-Time Iterative Mask Refinement in 3D Brain MR Ziyun Liang Xiaoqing Guo Wentian Xu Yasin Ibrahim Natalie Voets Pieter M Pretorius J. A. Noble Konstantinos Kamnitsas 29 0 0 07 Apr 2025
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
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 36 0 0 31 Oct 2024
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis Jian-Qing Zheng Yuanhan Mo Yang Sun Jiahua Li Fuping Wu Ziyang Wang Tonia Vincent Bartłomiej W. Papież DiffM MedIm 34 5 0 10 Jul 2024
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI Ziyun Liang Xiaoqing Guo J. A. Noble Konstantinos Kamnitsas 13 3 0 04 Jun 2024
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection J. Wolleb Florentin Bieder Paul Friedrich Peter Zhang Alicia Durrer P. Cattin DiffM MedIm 39 3 0 18 Mar 2024