Federated Learning for COVID-19 Detection with Generative Adversarial
Networks in Edge Cloud Computing

Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing

14 October 2021

Ming Ding

Aruna Seneviratne

Albert Y. Zomaya

Papers citing "Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing"

17 / 17 papers shown

Title
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 93 1 0 30 Jul 2024
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 39 181 0 28 Jun 2021
Federated Learning for Industrial Internet of Things in Future Industries Dinh C. Nguyen Ming Ding P. Pathirana A. Seneviratne Jun Li Dusit Niyato H. Vincent Poor FedML AI4CE 63 69 0 31 May 2021
Preventing and Controlling Epidemics through Blockchain-Assisted AI-Enabled Networks Safa Otoum Ismaeel Al Ridhawi Hussein T. Mouftah 37 20 0 25 Apr 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Dinh C. Nguyen Ming Ding Quoc-Viet Pham P. Pathirana Long Bao Jun Seneviratne Jun Li Dusit Niyato Life Fellow Ieee Poor FedML 64 426 0 05 Apr 2021
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection Abdul Waheed Muskan Goyal Deepak Gupta Ashish Khanna F. Al-turjman P. Pinheiro MedIm 54 577 0 08 Mar 2021
Collaborative City Digital Twin For Covid-19 Pandemic: A Federated Learning Solution Junjie Pang Jianbo Li Zhenzhen Xie Yan-ping Huang Zhipeng Cai AI4CE 8 126 0 05 Nov 2020
RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray Saman Motamed Patrik Rogalla Farzad Khalvati OOD MedIm 44 63 0 06 Oct 2020
Dynamic Fusion based Federated Learning for COVID-19 Detection Weishan Zhang Tao Zhou Qinghua Lu Xiao Wang Chunsheng Zhu Haoyun Sun Zhipeng Wang Sin Kit Lo Fei-Yue Wang FedML MedIm 35 208 0 22 Sep 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 54 128 0 29 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 41 325 0 10 Jul 2020
Experiments of Federated Learning for COVID-19 Chest X-ray Images Boyi Liu Bingjie Yan Yize Zhou Yifan Yang Yixian Zhang OOD FedML 40 153 0 05 Jul 2020
COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images Parnian Afshar Shahin Heidarian F. Naderkhani A. Oikonomou Konstantinos N. Plataniotis Arash Mohammadi MedIm 31 597 0 06 Apr 2020
Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset Nour Eldeen M. Khalifa M. Taha Aboul Ella Hassanien S. Elghamrawy MedIm 16 174 0 02 Apr 2020
Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks Ioannis D. Apostolopoulos Tzani Bessiana 50 1,912 0 25 Mar 2020
Towards Secure Blockchain-enabled Internet of Vehicles: Optimizing Consensus Management Using Reputation and Contract Theory Jiawen Kang Zehui Xiong Dusit Niyato Dongdong Ye Dong In Kim Jun Zhao 31 470 0 22 Sep 2018
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 247 37,704 0 20 May 2016