Generating Highly Realistic Images of Skin Lesions with GANs

Generating Highly Realistic Images of Skin Lesions with GANs

5 September 2018

Shadi Albarqouni

Nassir Navab

Papers citing "Generating Highly Realistic Images of Skin Lesions with GANs"

11 / 11 papers shown

Title
Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks O. Berezsky Petro B. Liashchynskyi O. Pitsun G. Melnyk GAN MedIm 29 0 0 25 May 2024
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 33 5 0 04 Feb 2023
Generative Adversarial Networks for anonymous Acneic face dataset generation Hazem Zein S. Chantaf R. Fournier A. Naït-Ali CVBM 43 5 0 08 Nov 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 31 82 0 01 Jun 2022
Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks Dario Augusto Borges Oliveira GAN MedIm 13 0 0 01 Jun 2021
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder Clément Chadebec Elina Thibeau-Sutre Ninon Burgos S. Allassonnière 28 61 0 30 Apr 2021
Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei Ximeng Mao Yiping Wang Qicheng Lao GAN MedIm 21 20 0 08 Dec 2020
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 19 98 0 20 Nov 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,369 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018