Experiments of Federated Learning for COVID-19 Chest X-ray Images

5 July 2020

Papers citing "Experiments of Federated Learning for COVID-19 Chest X-ray Images"

39 / 39 papers shown

Title
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration Jianghao Gong Peiqi Yan Yue Zhang Hongli An Logan Liu 74 0 0 25 Nov 2024
Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning M. Y. Jabarulla T. Uden Thomas Jack P. Beerbaum S. Oeltze-jafra 37 1 0 15 Nov 2024
IDU-Detector: A Synergistic Framework for Robust Masquerader Attack Detection Zilin Huang Xiulai Li Xinyi Cao Ke Chen Longjuan Wang Logan Bo-Yee Liu AAML 35 0 0 09 Nov 2024
TabSec: A Collaborative Framework for Novel Insider Threat Detection Zilin Huang Xiangyan Tang Hongyu Li Xinyi Cao Jieren Cheng 26 0 0 04 Nov 2024
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention Lianjun Liu 31 0 0 01 Nov 2024
In-depth Analysis of Privacy Threats in Federated Learning for Medical Data B. Das M. H. Amini Yanzhao Wu 29 0 0 27 Sep 2024
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications R. Hussain Mohsen Amini Salehi FedML 30 0 0 24 Sep 2024
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments Muxing Wang Pengkun Yang Lili Su FedML 31 1 0 05 Sep 2024
Bayesian Networks and Machine Learning for COVID-19 Severity Explanation and Demographic Symptom Classification O. Ajayi Yu Cheng CML 13 0 0 16 Jun 2024
A Federated Learning Approach to Privacy Preserving Offensive Language Identification Marcos Zampieri Damith Premasiri Tharindu Ranasinghe FedML 24 2 0 17 Apr 2024
Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation Qian Dai Dong Wei Hong Liu Jinghan Sun Liansheng Wang Yefeng Zheng 19 2 0 18 Mar 2024
Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks Erfan Darzi N. Sijtsema P. V. Ooijen 24 2 0 12 Oct 2023
Advancements in Federated Learning: Models, Methods, and Privacy Hui Chen Huandong Wang Qingyue Long Depeng Jin Yong Li FedML 36 14 0 22 Feb 2023
Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading Fei Kong Xiyue Wang Jin-Peng Xiang Sen Yang Xinran Wang ... Xiao Han Yuhan Dong Biyue Zhu Fang Wang Yueping Liu MedIm 40 6 0 13 Feb 2023
Privacy-Preserving Online Content Moderation: A Federated Learning Use Case Pantelitsa Leonidou N. Kourtellis Nikos Salamanos Michael Sirivianos 11 1 0 23 Sep 2022
Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions A. Rauniyar D. Hagos Debesh Jha J. E. Haakegaard Ulas Bagci D. Rawat Vladimir Vlassov OOD 43 91 0 05 Aug 2022
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model A. Bhattacharya M. Gawali J. Seth V. Kulkarni FedML OOD 18 7 0 22 Apr 2022
A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study Alex Zhang Naomi Fengqi Li OOD FedML 26 4 0 24 Mar 2022
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey Mansoor Ali F. Naeem M. Tariq Georges Kaddoum 26 119 0 18 Mar 2022
A Novel Optimized Asynchronous Federated Learning Framework Zhicheng Zhou Hailong Chen Kunhua Li Fei Hu Bingjie Yan ... Xuyan Wei Bernie Liu Xiulai Li Fuwen Chen Yongjie Sui FedML 14 5 0 18 Nov 2021
Federated Learning for Smart Healthcare: A Survey Dinh C. Nguyen Viet Quoc Pham P. Pathirana Ming Ding Aruna Seneviratne Zihuai Lin O. Dobre W. Hwang FedML 17 512 0 16 Nov 2021
Federated Learning for Internet of Things: Applications, Challenges, and Opportunities Tuo Zhang Lei Gao Chaoyang He Mi Zhang Bhaskar Krishnamachari Salman Avestimehr FedML 19 168 0 15 Nov 2021
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges Mohammad M. Al-Quraan Lina S. Mohjazi Lina Bariah A. Centeno A. Zoha Sami Muhaidat Mérouane Debbah Muhammad Ali Imran 22 62 0 14 Nov 2021
DPCOVID: Privacy-Preserving Federated Covid-19 Detection Trang-Thi Ho Yennun Huang OOD FedML 19 4 0 26 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 36 84 0 14 Oct 2021
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 10 9 0 06 Oct 2021
Federated Learning: Issues in Medical Application Joo Hun Yoo Hyejun Jeong Jaehyeok Lee Tai M. Chung FedML OOD 31 13 0 01 Sep 2021
Blockchain-based Trustworthy Federated Learning Architecture Sin Kit Lo Yue Liu Qinghua Lu Chen Wang Xiwei Xu Hye-Young Paik Liming Zhu FedML 24 18 0 16 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 33 7 0 25 Jul 2021
Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease Akis Linardos Kaisar Kushibar S. Walsh P. Gkontra Karim Lekadir FedML 25 62 0 07 Jul 2021
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 25 179 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 41 67 0 31 May 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 13 6 0 20 Apr 2021
FLOP: Federated Learning on Medical Datasets using Partial Networks Qiang Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin FedML OOD 23 86 0 10 Feb 2021
Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges Zhaohua Zheng Yize Zhou Yilong Sun Zhang Wang Boyi Liu Keqiu Li 20 102 0 02 Feb 2021
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare M. Gawali S. ArvindC. Shriya Suryavanshi Harshit Madaan A. Gaikwad KN BhanuPrakash V. Kulkarni Aniruddha Pant FedML 10 35 0 23 Dec 2020
COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework Anwaar Ulhaq O. Burmeister FedML 16 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 17 209 0 22 Sep 2020
Design and Implementation of A Novel Precision Irrigation Robot Based on An Intelligent Path Planning Algorithm Minghan Chen Yilong Sun Xueqing Cai Boyi Liu Tenglong Ren 11 12 0 02 Mar 2020