DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI

DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI

IEEE Transactions on Medical Imaging (TMI), 2023

18 July 2023

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Papers citing "DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI"

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Title
Decoupled Classifier-Free Guidance for Counterfactual Diffusion Models Tian Xia Fabio De Sousa Ribeiro Rajat Rasal Avinash Kori Raghav Mehta Ben Glocker DiffM 310 2 0 17 Jun 2025
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free Gian Mario Favero Parham Saremi Emily Kaczmarek Brennan Nichyporuk Tal Arbel DiffM MedIm 256 5 0 06 Feb 2025
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderMachine Learning for Biomedical Imaging (MLBI), 2024 Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 241 11 0 02 Aug 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 449 40 0 22 May 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 497 9 0 19 Apr 2024
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz Fernando Navarro Tamara T. Mueller Daniel Rueckert MedIm 287 5 0 25 Mar 2024
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Yu Gu Jianwei Yang Naoto Usuyama Chun-yue Li Sheng Zhang M. Lungren Jianfeng Gao Hoifung Poon MedIm 362 29 0 16 Oct 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 362 14 0 29 Jan 2023
Fast Inference in Denoising Diffusion Models via MMD FinetuningIEEE Access (IEEE Access), 2023 Emanuele Aiello D. Valsesia E. Magli DiffM 141 8 0 19 Jan 2023