Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification

8 January 2018

Michal Amitai

Papers citing "Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification"

50 / 194 papers shown

Title
VibrantLeaves: A principled parametric image generator for training deep restoration models Raphaël Achddou Y. Gousseau Saïd Ladjal Sabine Süsstrunk 37 0 0 14 Apr 2025
FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis Yaofei Duan Tao Tan Zhiyuan Zhu Yuhao Huang Yuanji Zhang ... Guangzhi He Linliang Yin Xuedong Deng Xin Yang Dong Ni MedIm 66 0 0 19 Mar 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 69 0 0 14 Mar 2025
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Zhongqi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 129 0 0 13 Dec 2024
FairSkin: Fair Diffusion for Skin Disease Image Generation Ruichen Zhang Yuguang Yao Zhen Tan ZeLin Li Pan Wang Huan Liu Jingtong Hu Sijia Liu Tianlong Chen MedIm 30 0 0 29 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He Cheng Luo Xiaole Xian Bing Li Siyang Song Muhammad Haris Khan Weicheng Xie L. Shen Zongyuan Ge 46 3 0 13 Oct 2024
Learning Gaussian Data Augmentation in Feature Space for One-shot Object Detection in Manga Takara Taniguchi Ryosuke Furuta 31 1 0 08 Oct 2024
Ordinary Differential Equations for Enhanced 12-Lead ECG Generation Yakir Yehuda Kira Radinsky SyDa 21 0 0 26 Sep 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI Liang Zhang Jionghao Lin John Sabatini Conrad Borchers Daniel Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser 49 2 0 24 Sep 2024
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 44 3 0 02 Aug 2024
Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs Karl Van Eeden Risager Torkan Gholamalizadeh Mostafa Mehdipour-Ghazi DiffM MedIm 21 2 0 20 Jul 2024
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis Chao Feng Alberto Huertas Celdrán Jan von der Assen Enrique Tomás Martínez Beltrán Gérome Bovet Burkhard Stiller OOD AAML 56 8 0 11 Jul 2024
Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models Marek Wodzinski K. Kwarciak Mateusz Daniol D. Hemmerling DiffM MedIm 39 4 0 10 Jun 2024
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments Zachari Thiry Massimiliano Ruocco Alessandro Nocente Michail Spitieris 24 0 0 07 Jun 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 38 4 0 30 May 2024
RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices Qiaoyi Chen Siyu Liu Kaihui Huang Xingbo Wang Xiaojuan Ma Junkai Zhu Zhenhui Peng 43 3 0 23 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 38 52 0 17 May 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? Engin Uzun Erdem Akagündüz 45 0 0 10 May 2024
DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks Matthew Squires Xiaohui Tao Soman Elangovan R. Gururajan Haoran Xie Xujuan Zhou Yuefeng Li Rajendra Acharya 45 0 0 25 Apr 2024
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning Zhixin Pan Emma Andrews Laura Chang Prabhat Mishra MU 46 1 0 19 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 43 87 0 11 Apr 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 39 0 0 27 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 42 19 0 15 Mar 2024
Advancing Generative Model Evaluation: A Novel Algorithm for Realistic Image Synthesis and Comparison in OCR System Majid Memari Khaled R. Ahmed Shahram Rahimi Noorbakhsh Amiri Golilarz EGVM 43 1 0 27 Feb 2024
Understanding Test-Time Augmentation Masanari Kimura ViT 24 29 0 10 Feb 2024
Segmentation and Characterization of Macerated Fibers and Vessels Using Deep Learning Saqib Qamar Abu Imran Baba Stéphane Verger Magnus Andersson 11 3 0 30 Jan 2024
SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation Ming-Yi Hong Yi-Hsiang Huang Shao-En Lin You-Chen Teng Chih-Yu Wang Che Lin 47 0 0 07 Jan 2024
Distance Guided Generative Adversarial Network for Explainable Binary Classifications Xiangyu Xiong Yue Sun Xiaohong Liu Wei Ke C. Lam ... Hui Xie Tong Tong Qinquan Gao Haoming Chen Tao Tan GAN 26 0 0 29 Dec 2023
RadImageGAN -- A Multi-modal Dataset-Scale Generative AI for Medical Imaging Zelong Liu Alexander Zhou Arnold Yang Alara Yilmaz Maxwell Yoo ... Daiqing Li Z. Fayad Sean Huver T. Deyer X. Mei MedIm 30 2 0 10 Dec 2023
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation Ling Yang Zhanyu Wang Zhenghao Chen Xinyu Liang Luping Zhou LM&MA MedIm 61 6 0 04 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 49 17 0 01 Dec 2023
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation Jacob Schnell Jieke Wang Lu Qi Vincent Tao Hu Meng Tang DiffM 28 3 0 28 Nov 2023
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification Xiangyu Xiong Yue Sun Xiaohong Liu C. Lam Tong Tong Haoming Chen Qinquan Gao Wei Ke Tao Tan GAN MedIm 44 4 0 24 Nov 2023
MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains Yuwen Chen Helen Zhou Zachary Chase Lipton 27 1 0 15 Nov 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 45 12 0 10 Oct 2023
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound Menghan Yu Sourabh Kulhare C. Mehanian Charles B. Delahunt Daniel E Shea Zohreh Laverriere Ishan Shah M. Horning MedIm 11 2 0 05 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 33 18 0 03 Oct 2023
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic Yuqi Qing Qilei Yin Xinhao Deng Yihao Chen Zhuotao Liu Kun Sun Ke Xu Jia Zhang Qi Li AAML 21 17 0 09 Sep 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 37 62 0 30 Aug 2023
Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation Jiyao Wang Nicha Dvornek Lawrence H. Staib James S. Duncan MedIm 31 2 0 29 Aug 2023
Wasserstein Geodesic Generator for Conditional Distributions Young-geun Kim Kyungbok Lee Youngwon Choi Joong-Ho Won M. Paik 28 4 0 20 Aug 2023
Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection Haichao Zhang Can Qin Yu Yin Yun Fu 31 2 0 13 Aug 2023
Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma Karen Sanchez Carlos Hinojosa Kevin Arias Henry Arguello Denis Kouamé O. Meyrignac Adrian Basarab MedIm 13 1 0 30 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shin'ya Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 44 5 0 26 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 43 1 0 22 Jul 2023
Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images Saypraseuth Mounsaveng I. Laradji David Vázquez M. Pedersoli Ismail Ben Ayed OOD 25 1 0 21 Jul 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 18 4 0 28 Jun 2023
Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability Marco Alecci Mauro Conti Francesco Marchiori L. Martinelli Luca Pajola AAML 32 7 0 27 Jun 2023
Bridging the Domain Gap between Synthetic and Real-World Data for Autonomous Driving Xiangyu Bai Yedi Luo Le Jiang Aniket Gupta Pushyami Kaveti H. Singh Sarah Ostadabbas 19 2 0 05 Jun 2023
Utility Theory of Synthetic Data Generation Shi Xu W. Sun Guang Cheng 31 5 0 17 May 2023