PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion
Models

PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models

27 May 2024

Dennis M. Hedderich

Christian Wachinger

Papers citing "PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models"

18 / 18 papers shown

Title
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 50 35 0 19 Jul 2023
Diffusion-based Image Translation using Disentangled Style and Content Representation Gihyun Kwon Jong Chul Ye DiffM 183 157 0 30 Sep 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 70 281 0 17 Jul 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 161 137 0 16 May 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 272 15,081 0 20 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 456 1,617 0 10 Nov 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 67 344 0 30 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 150 7,639 0 11 May 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 154 7,166 0 06 Oct 2020
GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI Hoo-Chang Shin Alvin Ihsani Ziyue Xu Swetha Mandava Sharath Turuvekere Sreenivas Christopher Forster Jiook Cha Alzheimer's Disease Neuroimaging Initiative GAN MedIm 31 21 0 10 Aug 2020
GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesis Hoo-Chang Shin Alvin Ihsani Swetha Mandava Sharath Turuvekere Sreenivas Christopher Forster Jiook Cha Alzheimer's Disease Neuroimaging Initiative GAN MedIm 45 19 0 10 Aug 2020
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis Shengye Hu Baiying Lei Yong Wang Zhiguang Feng Yanyan Shen Shuqiang Wang GAN MedIm 48 142 0 08 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 381 17,550 0 19 Jun 2020
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 89 308 0 24 Oct 2019
Learning Myelin Content in Multiple Sclerosis from Multimodal MRI through Adversarial Training Wen Wei Emilie Poirion B. Bodini S. Durrleman N. Ayache B. Stankoff O. Colliot MedIm 47 54 0 21 Apr 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 302 19,560 0 21 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.3K 76,547 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 217 6,780 0 12 Mar 2015

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