GANs for Medical Image Synthesis: An Empirical Study

11 May 2021

Papers citing "GANs for Medical Image Synthesis: An Empirical Study"

22 / 22 papers shown

Title
Towards Better Cephalometric Landmark Detection with Diffusion Data Generation Dongqian Guo Wencheng Han Pang Lyu Yuxi Zhou Jianbing Shen MedIm 36 0 0 09 May 2025
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map Alessandro Simoni Francesco Pelosin 51 0 0 06 May 2025
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates Misha P.T Kaandorp Damola Agbelese Hosna Asma-ull Hyun Gi Kim K. Payette P. Grehten Gennari Antonio Giulio L. Lanczi Andras Jakab MedIm 69 1 0 31 Jan 2025
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs L. Crespi Samuele Camnasio D. Dei N. Lambri P. Mancosu M. Scorsetti Daniele Loiacono MedIm 43 1 0 15 Jul 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 35 7 0 27 Jun 2024
A study of why we need to reassess full reference image quality assessment with medical images Anna Breger A. Biguri Malena Sabaté Landman Ian Selby Nicole Amberg ... Lipeng Ning Sören Dittmer Michael Roberts AIX-COVNET Collaboration Carola-Bibiane Schönlieb 39 5 0 29 May 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 42 9 0 07 Mar 2024
Learning Expected Appearances for Intraoperative Registration during Neurosurgery Nazim Haouchine R. Dorent Parikshit Juvekar Erickson F. Torio William M. Wells Tina Kapur A. Golby Sarah F. Frisken 31 3 0 03 Oct 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
Generative Adversarial Networks for Brain Images Synthesis: A Review Firoozeh Shomal Zadeh S. Molani Maysam Orouskhani Marziyeh Rezaei Mehrzad Shafiei Hossein Abbasi MedIm GAN 20 3 0 16 May 2023
Ideal Observer Computation by Use of Markov-Chain Monte Carlo with Generative Adversarial Networks Weimin Zhou Umberto Villa M. Anastasio 24 7 0 02 Apr 2023
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 20 0 0 28 Mar 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 39 15 0 23 Mar 2023
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde MedIm 36 9 0 16 Jan 2023
Evaluating the Performance of StyleGAN2-ADA on Medical Images M. Woodland J. Wood B. Anderson Suprateek Kundu E. Lin ... S. Yedururi Briand De Yuan-Mao Lin Ankit B. Patel Kristy K. Brock MedIm 32 22 0 07 Oct 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 29 14 0 26 Aug 2022
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs Thea Bautista Jacqueline Matthew H. Kerdegari L. Pereira Miguel P. Xochicale 13 2 0 01 Jun 2022
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms Sam B. Tran Huyen T. X. Nguyen Chi Phan Hieu H. Pham H. Nguyen 22 3 0 20 Mar 2022
Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems Sayantan Bhadra Umberto Villa M. Anastasio MedIm 28 3 0 10 Feb 2022
Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations Simon Bing Andrea Dittadi Stefan Bauer Patrick Schwab SyDa 20 17 0 20 Jan 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 303 10,368 0 12 Dec 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016