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
Learning Stage-wise GANs for Whistle Extraction in Time-Frequency Spectrograms Pu Li M. Roch Holger Klinck Erica Fleishman D. Gillespie E. Nosal Yu Shiu Xiaobai Liu 19 6 0 05 Apr 2023
30 Years of Synthetic Data Joerg Drechsler Anna Haensch 30 15 0 04 Apr 2023
Multimodal and multicontrast image fusion via deep generative models Giovanna Maria Dimitri Simeon E. Spasov A. Duggento L. Passamonti Pietro Lio N. Toschi MedIm 13 27 0 28 Mar 2023
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection Discriminator Yunhao Chen Yunjie Zhu Zihui Yan Jian Shen Zhen Ren Yifan Huang DiffM 44 8 0 27 Mar 2023
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading Matthias Keicher Matan Atad D. Schinz A. Gersing S. Foreman ... Jon F Rischewski Anna-Sophia Dietrich Benedikt Wiestler Jan S. Kirschke Nassir Navab DiffM MedIm 16 5 0 21 Mar 2023
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations Xiaodan Xing G. Papanastasiou Simon Walsh Guang Yang DiffM MedIm 21 10 0 19 Mar 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Xia Hu 27 193 0 17 Mar 2023
Synthetic ECG Signal Generation using Probabilistic Diffusion Models Edmond Adib Amanda Fernandez Fatemeh Afghah John J. Prevost DiffM 40 39 0 04 Mar 2023
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion Shaheer U. Saeed Tom Syer Wen Yan Qianye Yang M. Emberton S. Punwani Matthew J. Clarkson D. Barratt Yipeng Hu DiffM MedIm 22 9 0 03 Mar 2023
Creating Disasters: Recession Forecasting with GAN-Generated Synthetic Time Series Data Sam Dannels AI4TS 26 2 0 21 Feb 2023
Mask Conditional Synthetic Satellite Imagery Van Anh Le Varshini Reddy Zixi Chen Mengyuan Li Xinran Tang Anthony Ortiz Simone Fobi Nsutezo Caleb Robinson 29 3 0 08 Feb 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 44 140 0 08 Feb 2023
Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy Blake E. Woodworth Konstantin Mishchenko Francis R. Bach 44 6 0 07 Feb 2023
End to End Generative Meta Curriculum Learning For Medical Data Augmentation Meng Li Brian C. Lovell MedIm 24 4 0 20 Dec 2022
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics Peter Kowalczyk Giacomo Welsch Frédéric Thiesse 36 2 0 05 Dec 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 32 76 0 29 Nov 2022
The Principles of Data-Centric AI (DCAI) M. H. Jarrahi Ali Memariani Shion Guha 24 55 0 26 Nov 2022
On the Multidimensional Augmentation of Fingerprint Data for Indoor Localization in A Large-Scale Building Complex Based on Multi-Output Gaussian Process Zhe Tang Sihao Li Kyeong Soo Kim Jeremy Smith 21 0 0 19 Nov 2022
Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO M. Ahsan Md. Shahin Ali Zahed Siddique 26 3 0 23 Oct 2022
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection Andrew Bai Cho-Jui Hsieh Wendy Kan Hsuan-Tien Lin GAN 41 5 0 21 Oct 2022
Artificial Intelligence and Innovation to Reduce the Impact of Extreme Weather Events on Sustainable Production Derrick Effah Chunguang Bai Matthew Quayson 26 1 0 21 Sep 2022
A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge Liron Simon Keren A. Liberzon Teddy Lazebnik 27 81 0 13 Sep 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery Cristina-Madalina Dragan Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly EGVM MedIm 52 4 0 10 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 27 9 0 08 Aug 2022
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models Chao Yan Yao Yan Zhiyu Wan Ziqi Zhang L. Omberg J. Guinney S. Mooney B. Malin SyDa 34 65 0 02 Aug 2022
Information Gain Sampling for Active Learning in Medical Image Classification Raghav Mehta Changjian Shui Brennan Nichyporuk Tal Arbel 19 5 0 01 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 39 38 0 22 Jul 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 39 8 0 14 May 2022
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning Silvan Mertes A. Margraf Steffen Geinitz Elisabeth André 10 2 0 09 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 42 399 0 03 May 2022
Self-Supervised Text Erasing with Controllable Image Synthesis Gangwei Jiang Shiyao Wang T. Ge Yuning Jiang Ying Wei Defu Lian DiffM 24 12 0 27 Apr 2022
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks Silvan Mertes Dominik Schiller Florian Lingenfelser Thomas Kiderle Valentin Kroner Lama Diab Elisabeth André CVBM GAN 26 1 0 26 Apr 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 16 2 0 25 Apr 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 33 198 0 23 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 15 58 0 21 Mar 2022
Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM) A. Rohan AI4CE 28 10 0 18 Mar 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification Tian Xia Pedro Sanchez C. Qin Sotirios A. Tsaftaris OOD MedIm 29 12 0 15 Mar 2022
FedSyn: Synthetic Data Generation using Federated Learning Monik R Behera Sudhir Upadhyay S. Shetty S. Priyadarshini Palka Patel Ker Farn Lee FedML 25 13 0 11 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 47 250 0 07 Mar 2022
Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey Saul Calderon-Ramirez Shengxiang-Yang David Elizondo OOD 8 19 0 01 Mar 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 35 12 0 17 Feb 2022
SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks Arnaud Deleruyelle J. Klein Cristian Versari OOD 29 0 0 07 Feb 2022
Arrhythmia Classification using CGAN-augmented ECG Signals Edmond Adib Fatemeh Afghah John J. Prevost 44 11 0 26 Jan 2022
Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations Simon Bing Andrea Dittadi Stefan Bauer Patrick Schwab SyDa 25 17 0 20 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 20 16 0 04 Jan 2022
Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions M. Zarei B. Hellinga 13 2 0 21 Dec 2021
Style-based quantum generative adversarial networks for Monte Carlo events Carlos Bravo-Prieto J. Baglio M. Cè A. Francis D. Grabowska Stefano Carrazza GAN 47 40 0 13 Oct 2021
STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification H. Zunair Y. Gobeil Samuel Mercier A. Ben Hamza 30 3 0 18 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 27 0 0 14 Aug 2021
$Vision Transformer for femur fracture classification$ Vision Transformer for femur fracture classification L. Tanzi A. Audisio G. Cirrincione A. Aprato E. Vezzetti MedIm 38 64 0 07 Aug 2021