Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis

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Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis

20 September 2024

Ehsan Adeli

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Papers citing "Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis"

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Title
Generalizable synthetic MRI with physics-informed convolutional networks Luuk Jacobs S. Mandija Hongyan Liu C. D. Berg A. Sbrizzi M. Maspero OOD MedIm 49 3 0 21 May 2023
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 59 2 0 07 Nov 2022
A survey of multimodal deep generative models Masahiro Suzuki Y. Matsuo SyDa DRL 77 80 0 05 Jul 2022
Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery N. Trask Carianne Martinez Kookjin Lee Brad L. Boyce DRL AI4CE 47 7 0 07 Feb 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 123 1,133 0 04 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 485 15,734 0 20 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 268 7,938 0 11 May 2021
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 77 270 0 08 Nov 2019
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 306 7,016 0 12 Mar 2015