A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of
3D Echocardiography Images using a GAN

A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN

8 March 2024

Cristiana Tiago

Papers citing "A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN"

12 / 12 papers shown

Title
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation Hadrien Reynaud Alberto Gomez Paul Leeson Qingjie Meng B. Kainz MedIm 54 0 0 28 Mar 2025
Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality M. Yazdani Yasamin Medghalchi Pooria Ashrafian I. Hacihaliloglu Dena Shahriari MedIm 26 0 0 01 Mar 2025
Generative augmentations for improved cardiac ultrasound segmentation using diffusion models G. V. D. Vyver Aksel Try Lenz Erik Smistad S. Olaisen B. Grenne E. Holte Haavard Dalen Lasse Løvstakken DiffM MedIm 32 0 0 27 Feb 2025
Evaluating the plausibility of synthetic images for improving automated endoscopic stone recognition Ruben Gonzalez-Perez Francisco Lopez-Tiro Iván Reyes-Amezcua Eduardo Falcon-Morales Rosa-Maria Rodriguez-Gueant Jacques Hubert M. Daudon Gilberto Ochoa-Ruiz C. Daul MedIm 32 0 0 20 Sep 2024
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
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing Hadrien Reynaud Qingjie Meng Mischa Dombrowski Arijit Ghosh Thomas Day Alberto Gomez Paul Leeson Bernhard Kainz MedIm 18 8 0 02 Jun 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 25 9 0 07 Mar 2024
Machine Learning in Robotic Ultrasound Imaging: Challenges and Perspectives Yuanwei Bi Zhongliang Jiang Felix Duelmer Dianye Huang Nassir Navab 27 18 0 04 Jan 2024
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 42 16 0 06 Apr 2023
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 66 25 0 27 Jul 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 74,467 0 18 May 2015