Unsupervised Region-based Anomaly Detection in Brain MRI with
Adversarial Image Inpainting

Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting

5 October 2020

Chris G. Willcocks

Papers citing "Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting"

14 / 14 papers shown

Title
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation Xiaochuan Ma Jia Fu Wenjun Liao Shichuan Zhang Guotai Wang 32 0 0 28 Jan 2025
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI Vivek Kumar Trivedi Bheeshm Sharma P. Balamurugan DiffM MedIm 31 0 0 29 Sep 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan L. Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 31 3 0 13 Mar 2024
Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model H. Iqbal Umar Khalid Jing Hua C. L. P. Chen DiffM MedIm 33 24 0 31 May 2023
Neuralizer: General Neuroimage Analysis without Re-Training Steffen Czolbe H. Dickinson OOD 38 12 0 04 May 2023
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
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 28 46 0 14 Jun 2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Yunlong Zhang Xin Lin Yihong Zhuang LiyanSun Yue Huang Xinghao Ding Guisheng Wang L. Yang Yizhou Yu MedIm 12 6 0 29 Mar 2022
Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 15 23 0 03 Mar 2022
Data refinement for fully unsupervised visual inspection using pre-trained networks Antoine Cordier Benjamin Missaoui Pierre Gutierrez 13 5 0 25 Feb 2022
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray Abril Corona-Figueroa Jonathan Frawley Sam Bond-Taylor S. Bethapudi Hubert P. H. Shum Chris G. Willcocks MedIm 46 74 0 02 Feb 2022
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 24 39 0 26 Nov 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 104 165 0 28 Apr 2021
Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation Chenxin Li Yunlong Zhang Jiongcheng Li Yue Huang Xinghao Ding MedIm 14 14 0 16 Mar 2021