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

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

9 / 9 papers shown

Title
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation Hadrien Reynaud Alberto Gomez Paul Leeson Qingjie Meng Bernhard Kainz MedIm 84 2 0 28 Mar 2025
Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality M. Yazdani Yasamin Medghalchi Pooria Ashrafian Ilker Hacihaliloglu Dena Shahriari MedIm 69 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 102 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 Christian Daul MedIm 57 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 106 10 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 82 7 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 67 9 0 07 Mar 2024
Machine Learning in Robotic Ultrasound Imaging: Challenges and Perspectives Yuanwei Bi Zhongliang Jiang Felix Duelmer Dianye Huang Nassir Navab 83 21 0 04 Jan 2024
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 89 19 0 06 Apr 2023