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

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

IEEE International Symposium on Biomedical Imaging (ISBI), 2020

5 October 2020

Chris G. Willcocks

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

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Title
Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review Youwan Mahé Elise Bannier Stéphanie Leplaideur Elisa Fromont Francesca Galassi DiffM MedIm 104 1 0 16 Oct 2025
CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Xiaochuan Ma Jia Fu Wenjun Liao Shichuan Zhang Guotai Wang 103 2 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 208 1 0 29 Sep 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography ImagesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Tiange Xiang Yixiao Zhang Yongyi Lu Yaoyao Liu Chaoyi Zhang Weidong Cai Zongwei Zhou 225 12 0 13 Mar 2024
Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model H. Iqbal Umar Khalid Jing Hua Chong Chen DiffM MedIm 258 43 0 31 May 2023
Neuralizer: General Neuroimage Analysis without Re-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Steffen Czolbe H. Dickinson OOD 247 25 0 04 May 2023
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRIInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 151 59 0 07 Mar 2023
Applications of Generative Adversarial Networks in Neuroimaging and Clinical NeuroscienceNeuroImage (NeuroImage), 2022 Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 174 59 0 14 Jun 2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy SynthesisIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Yunlong Zhang Xin Lin Yihong Zhuang LiyanSun Yue Huang Xinghao Ding Guisheng Wang Ling Yang Yizhou Yu MedIm 84 7 0 29 Mar 2022
Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 191 28 0 03 Mar 2022
Data refinement for fully unsupervised visual inspection using pre-trained networks Antoine Cordier Benjamin Missaoui Pierre Gutierrez 228 7 0 25 Feb 2022
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-rayAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022 Abril Corona-Figueroa Jonathan Frawley Sam Bond-Taylor S. Bethapudi Hubert P. H. Shum Chris G. Willcocks MedIm 230 103 0 02 Feb 2022
SQUID: Deep Feature In-Painting for Unsupervised Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 229 55 0 26 Nov 2021
Inpainting Transformer for Anomaly DetectionInternational Conference on Image Analysis and Processing (ICIAP), 2021 Jonathan Pirnay K. Chai ViT 398 199 0 28 Apr 2021
Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation Chenxin Li Yunlong Zhang Jiongcheng Li Yue Huang Xinghao Ding MedIm 94 17 0 16 Mar 2021