Controllable cardiac synthesis via disentangled anatomy arithmetic

Controllable cardiac synthesis via disentangled anatomy arithmetic

4 July 2021

Spyridon Thermos

Alison Q. OÑeil

Sotirios A. Tsaftaris

Papers citing "Controllable cardiac synthesis via disentangled anatomy arithmetic"

11 / 11 papers shown

Title
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects Fanwei Kong Sascha Stocker Perry S. Choi Michael R. Ma Daniel B. Ennis Alison Marsden MedIm 24 8 0 01 Nov 2023
Compositional Representation Learning for Brain Tumour Segmentation Xiao Liu Antanas Kascenas Hannah I. Watson Sotirios A. Tsaftaris Alison Q. OÑeil 24 1 0 10 Oct 2023
HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 39 1 0 06 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 31 28 0 19 Jul 2022
Why patient data cannot be easily forgotten? Ruolin Su Xiao Liu Sotirios A. Tsaftaris MU 18 4 0 29 Jun 2022
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis Xiaodan Xing Javier Del Ser Yinzhe Wu Yang Li Jun Xia Lei Xu D. Firmin P. Gatehouse Guang Yang SyDa 16 17 0 09 Mar 2022
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 32 71 0 26 Aug 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D. Jin Ziyue Xu Youbao Tang Adam P. Harrison D. Mollura MedIm 49 185 0 11 Jun 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 238 3,190 0 30 Oct 2016