Multiscale Metamorphic VAE for 3D Brain MRI Synthesis

v1v2 (latest)

Multiscale Metamorphic VAE for 3D Brain MRI Synthesis

9 January 2023

Jakob H. Macke

Christian F. Baumgartner

ArXiv (abs)PDF HTML

Papers citing "Multiscale Metamorphic VAE for 3D Brain MRI Synthesis"

9 / 9 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,150 0 01 Mar 2022
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models Guilherme Pombo Robert J. Gray M. Jorge Cardoso Sebastien Ourselin G. Rees John Ashburner P. Nachev 82 29 0 29 Nov 2021
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images Sun-Beom Hong Razvan Marinescu Adrian Dalca A. Bonkhoff Martin Bretzner N. Rost Polina Golland MedIm 46 59 0 20 Jul 2021
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans Cher Bass Mariana da Silva Carole Sudre Logan Z. J. Williams Petru-Daniel Tudosiu F. Alfaro-Almagro S. Fitzgibbon M. Glasser Stephen M. Smith E. C. Robinson 50 27 0 03 Mar 2021
Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia D. Ravì Stefano B. Blumberg S. Ingala F. Barkhof Daniel C. Alexander N. Oxtoby MedIm 72 32 0 03 Dec 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 99 2,362 0 06 Jun 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 72 399 0 25 Feb 2019
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 119 1,578 0 14 Sep 2018
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 84 144 0 24 Nov 2017