CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

8 March 2021

Papers citing "CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection"

50 / 80 papers shown

Title
Cross Modality Medical Image Synthesis for Improving Liver Segmentation Muhammad Rafiq Hazrat Ali G. Mujtaba Zubair Shah Shoaib Azmat GAN MedIm 44 0 0 02 Mar 2025
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 23 0 0 16 Oct 2024
WasteGAN: Data Augmentation for Robotic Waste Sorting through Generative Adversarial Networks Alberto Bacchin Leonardo Barcellona Matteo Terreran Stefano Ghidoni Emanuele Menegatti Takuya Kiyokawa 20 0 0 25 Sep 2024
Analyzing Tumors by Synthesis Qi Chen Yuxiang Lai Xiaoxi Chen Qixin Hu Alan Yuille Zongwei Zhou 33 2 0 09 Sep 2024
Hybrid Efficient Unsupervised Anomaly Detection for Early Pandemic Case Identification Ghazal Ghajari Mithun Kumar PK Fathi H. Amsaad 25 3 0 09 Aug 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation Jack Highton Quok Zong Chong Samuel Finestone A. Beqiri Julia A. Schnabel K. Bhatia OOD 26 1 0 27 Jun 2024
CSI4Free: GAN-Augmented mmWave CSI for Improved Pose Classification Nabeel Nisar Bhat Rafael Berkvens Jeroen Famaey 36 1 0 26 Jun 2024
A Diffusion-based Data Generator for Training Object Recognition Models in Ultra-Range Distance Eran Bamani Eden Nissinman L. Koenigsberg Inbar Meir A. Sintov 29 0 0 15 Apr 2024
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification Oleksandr Fedoruk Konrad Klimaszewski Aleksander Ogonowski Michal Kruk MedIm 23 4 0 26 Jan 2024
MultiFusionNet: Multilayer Multimodal Fusion of Deep Neural Networks for Chest X-Ray Image Classification Saurabh Agarwal K. Arya Y. Meena 21 2 0 01 Jan 2024
COVID-19 Diagnosis: ULGFBP-ResNet51 approach on the CT and the Chest X-ray Images Classification V. Esmaeili Mahmood Mohassel Feghhi S. Shahdi LM&MA 20 1 0 20 Dec 2023
Privacy Threats in Stable Diffusion Models Thomas Cilloni Charles Fleming Charles Walter 25 3 0 15 Nov 2023
Revolutionizing Healthcare Image Analysis in Pandemic-Based Fog-Cloud Computing Architectures A. Elsayed Khalil Mohamed Hany Harb 11 2 0 02 Nov 2023
PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction Felipe A. Lopes V. Sagan Flavio Esposito 18 1 0 27 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 37 12 0 10 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 29 3 0 30 Sep 2023
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks Yiqiao Li Jianlong Zhou Yifei Dong Niusha Shafiabady Fang Chen LLMAG 24 4 0 29 Sep 2023
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly MedIm GAN 24 1 0 21 Sep 2023
Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation Jiyao Wang Nicha Dvornek Lawrence H. Staib James S. Duncan MedIm 26 2 0 29 Aug 2023
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models Tomohiro Kikuchi S. Hanaoka Takahiro Nakao T. Takenaga Y. Nomura H. Mori T. Yoshikawa SyDa GAN MedIm 12 0 0 15 Aug 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shinýa Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 31 4 0 26 Jul 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 13 142 0 24 Jul 2023
CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis Abdallah Alshantti Damiano Varagnolo Adil Rasheed Aria Rahmati Frank Westad 11 6 0 01 Jul 2023
Performance of GAN-based augmentation for deep learning COVID-19 image classification Oleksandr Fedoruk Konrad Klimaszewski Aleksander Ogonowski Rafal Mo.zd.zonek OOD MedIm 14 11 0 18 Apr 2023
Leveraging GANs for data scarcity of COVID-19: Beyond the hype Hazrat Ali C. Grönlund Zubair Shah MedIm 13 5 0 07 Apr 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 55 17 0 06 Apr 2023
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 6 6 0 05 Apr 2023
30 Years of Synthetic Data Joerg Drechsler Anna Haensch 22 15 0 04 Apr 2023
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 25 8 0 19 Dec 2022
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 29 98 0 23 Nov 2022
Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients Sarmad Mehrdad Farah E. Shamout Yao Wang S. F. Atashzar 11 8 0 12 Oct 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 28 65 0 02 Aug 2022
SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data L. Mill O. Aust Jochen A. Ackermann Philipp Burger Monica Pascual ... Rolf Schröder Christian Holtzhausen Samir Jabari Andreas K. Maier Anika Grüneboom MedIm 16 2 0 29 Jul 2022
A novel adversarial learning strategy for medical image classification Zong Fan Xiaohui Zhang Jacob A. Gasienica Jennifer Potts S. Ruan W. Thorstad Hiram Gay Pengfei Song Xiaowei Wang Hua Li GAN MedIm 16 5 0 23 Jun 2022
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review Harold Brayan Arteaga-Arteaga Melissa delaPava Alejandro Mora-Rubio Mario Alejandro Bravo-Ortíz Jesús Alejandro Alzate-Grisales ... Simon Orozco-Arias M. Hassaballah South Valley University O. Cardona-Morales Valencia OOD 11 1 0 11 Jun 2022
Generative Adversarial Networks and Image-Based Malware Classification Huy Nguyen Fabio Di Troia Genya Ishigaki Mark Stamp GAN 20 20 0 08 Jun 2022
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review Hazrat Ali Zubair Shah MedIm 10 16 0 15 May 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 21 1 0 26 Apr 2022
Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition Xin-Shun Xu Zhuangzhi Chen Dongwei Xu Huaji Zhou Shanqing Yu Shilian Zheng Qi Xuan Xiaoniu Yang 28 13 0 05 Apr 2022
ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation Antonios Georgiadis Varun Babbar Fran Silavong Sean J. Moran R. Otter OOD FedML 11 3 0 25 Mar 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 36 35 0 19 Jan 2022
Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks Yuan Yao X. Wangr Yuan Ma Han Fang Jiaying Wei Liyuan Chen Ali Anaissi Ali Braytee GAN DRL 17 5 0 13 Jan 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 16 73 0 23 Dec 2021
The Prominence of Artificial Intelligence in COVID-19 Md Abdullah Al Nasim Aditi Dhali Faria Afrin Noshin Tasnim Zaman Nazmul Karim Md. Mahim Anjum Haque 22 12 0 18 Nov 2021
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review Rubaiyat Hossain Mondal Subrato Bharati Prajoy Podder 16 56 0 28 Oct 2021
Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne Albert Y. Zomaya FedML MedIm 26 84 0 14 Oct 2021
A novel framework based on deep learning and ANOVA feature selection method for diagnosis of COVID-19 cases from chest X-ray Images H. Nasiri S. A. Alavi 19 78 0 30 Sep 2021
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes Rizwan Hamid Randhawa N. Aslam Mohammad Alauthman Husnain Rafiq AAML GAN 25 11 0 14 Sep 2021
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data Hari Prasanna Das Ryan Tran Japjot Singh Xiangyu Yue G. Tison Alberto L. Sangiovanni-Vincentelli C. Spanos OOD MedIm 57 51 0 14 Sep 2021
A Data Augmented Approach to Transfer Learning for Covid-19 Detection Shagufta Henna A. Reji 17 1 0 05 Aug 2021