Title
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 77 183 0 28 Jun 2021
Optimality and Stability in Federated Learning: A Game-theoretic Approach Kate Donahue Jon M. Kleinberg FedML 96 53 0 17 Jun 2021
COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches Sara Atito Ali Ahmed Mehmet Can Yavuz M. U. Sen F. Gulsen O. Tutar ... Sabri Şirolu Rauf Hamid A. Eryurekli Toghrul Mammadov Berrin Yanikoglu 84 1 0 16 May 2021
Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans Rajesh Kumar Wenyong Wang Cheng Yuan Jay Kumar Zakria He Qing Ting Yang A. Khan OOD FedML 74 8 0 22 Apr 2021
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 73 6 0 20 Apr 2021
Model-Contrastive Federated Learning Qinbin Li Bingsheng He Basel Alomair FedML 296 1,171 0 30 Mar 2021
Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain Rajesh Kumar Wenyong Wang Jay Kumar Zakria Ting Yang Waqar Ali 57 9 0 26 Feb 2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data R. Alizadehsani Danial Sharifrazi N. H. Izadi Javad Hassannataj Joloudari A. Shoeibi ... F. Khozeimeh Abbas Khosravi S. Nahavandi Sheikh Mohammed Shariful Islam U. Acharya 100 60 0 12 Feb 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks Qiang Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin FedML OOD 99 90 0 10 Feb 2021
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge A. Qayyum Kashif Ahmad Muhammad Ahtazaz Ahsan Ala I. Al-Fuqaha Junaid Qadir FedML 148 206 0 19 Jan 2021
Federated Learning: Opportunities and Challenges P. Mammen FedML 155 253 0 14 Jan 2021
Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review Walid Hariri A. Narin 176 35 0 10 Dec 2020
COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework Anwaar Ulhaq O. Burmeister FedML 84 19 0 13 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 114 217 0 22 Sep 2020