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"

30 / 80 papers shown

Title
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 25 7 0 25 Jul 2021
COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans Nastaran Enshaei A. Oikonomou M. Rafiee Parnian Afshar Shahin Heidarian Arash Mohammadi Konstantinos N. Plataniotis F. Naderkhani 16 4 0 04 Jul 2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds S. Barannikov I. Trofimov Grigorii Sotnikov Ekaterina Trimbach Alexander Korotin Alexander N. Filippov Evgeny Burnaev 15 27 0 08 Jun 2021
Generation of COVID-19 Chest CT Scan Images using Generative Adversarial Networks Prerak Mann S. Jain S. Mittal Aruna Bhat MedIm 6 14 0 20 May 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 23 61 0 30 Apr 2021
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia Longling Zhang Bochen Shen A. Barnawi Shan Xi Neeraj Kumar Yi Wu FedML MedIm 71 80 0 26 Apr 2021
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod S. Baker ViT MedIm 21 54 0 14 Apr 2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images Anas Tahir M. Chowdhury Amith Khandakar Tawsifur Rahman Yazan Qiblawey ... Somaya Al-Madeed K. Hameed Tahir Hamid S. Mahmud Maymouna Ezeddin 18 141 0 14 Mar 2021
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing Md. Kamrul Hasan Md. Tasnim Jawad Kazi N. Hasan Sajal Basak Partha Md. Masum Al Masba Shumit Saha 13 21 0 11 Feb 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks Qiang Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin FedML OOD 18 86 0 10 Feb 2021
Diagnosis of COVID-19 and Non-COVID-19 Patients by Classifying Only a Single Cough Sound Mesut Melek 24 42 0 08 Feb 2021
Ultrasound Image Classification using ACGAN with Small Training Dataset Sudipan Saha Nasrullah Sheikh GAN 6 5 0 31 Jan 2021
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications Arash Mohammadi Yingxu Wang Nastaran Enshaei Parnian Afshar F. Naderkhani A. Oikonomou M. Rafiee H. C. R. Oliveira Svetlana Yanushkevich Konstantinos N. Plataniotis LM&MA 14 5 0 28 Dec 2020
Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review M. Ghaderzadeh F. Asadi 8 104 0 21 Dec 2020
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review Walid Hariri A. Narin 14 35 0 10 Dec 2020
Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach Julián D. Arias-Londoño J. Gómez-García Laureano Moro Velázquez Juan Ignacio Godino-Llorente 24 78 0 29 Nov 2020
Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets Hamza Osman Ilhan Gorkem Serbes N. Aydin 17 27 0 17 Nov 2020
Interpreting Uncertainty in Model Predictions For COVID-19 Diagnosis Gayathiri Murugamoorthy N. Khan MedIm 6 0 0 26 Oct 2020
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN Sumeet Menon Joshua Galita David Chapman A. Gangopadhyay Jayalakshmi Mangalagiri Phuong Nguyen Y. Yesha Yelena Yesha Babak Saboury Michael Morris MedIm 11 14 0 26 Sep 2020
A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays H. Shalu P. Harikrishnan Akash Das Megdut Mandal Harshavardhan M Sali Juned Kadiwala MedIm 6 0 0 19 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 17 216 0 09 Aug 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Tien Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 33 191 0 30 Jul 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 37 178 0 16 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 16 5 0 10 Jul 2020
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging R. Kumar A. Khan Sinmin Zhang Jay Kumar Wenyong Wang Yousif Abuidris Zakria Waqas Amin Sidra Shafiq WenYong Wang OOD FedML 21 324 0 10 Jul 2020
Sequential Feature Filtering Classifier Min-seok Seo Jaemin Lee Jongchan Park Dong-Geol Choi 13 3 0 21 Jun 2020
Learning Diagnosis of COVID-19 from a Single Radiological Image Pengyi Zhang Yunxin Zhong Xiaoying Tang Yu-Cheng Deng Xiaoqiong Li MedIm 9 8 0 06 Jun 2020
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-Ray Images Anas Tahir Yazan Qiblawey Amith Khandakar Tawsifur Rahman U. Khurshid F. Musharavati M. T. Islam S. Kiranyaz M. Chowdhury 9 49 0 23 May 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 280 10,613 0 19 Feb 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 229 3,190 0 30 Oct 2016