Cargando…

Federated learning based Covid‐19 detection

The world is affected by COVID‐19, an infectious disease caused by the SARS‐CoV‐2 virus. Tests are necessary for everyone as the number of COVID‐19 affected individual's increases. So, the authors developed a basic sequential CNN model based on deep and federated learning that focuses on user d...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chowdhury, Deepraj, Banerjee, Soham, Sannigrahi, Madhushree, Chakraborty, Arka, Das, Anik, Dey, Ajoy, Dwivedi, Ashutosh Dhar
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2022
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9877822/ https://www.ncbi.nlm.nih.gov/pubmed/36718211 http://dx.doi.org/10.1111/exsy.13173

Ejemplares similares

ABCanDroid: A Cloud Integrated Android App for Noninvasive Early Breast Cancer Detection Using Transfer Learning
por: Chowdhury, Deepraj, et al.
Publicado: (2022)

COVID-19 detection using federated machine learning
por: Abdul Salam, Mustafa, et al.
Publicado: (2021)

Dynamic-Fusion-Based Federated Learning for COVID-19 Detection
Publicado: (2021)

Evaluating the plausible application of advanced machine learnings in exploring determinant factors of present pandemic: A case for continent specific COVID-19 analysis
por: Chakraborti, Suman, et al.
Publicado: (2021)

Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging
Publicado: (2021)

Machine Learning-Based Regression Framework to Predict Health Insurance Premiums
por: Kaushik, Keshav, et al.
Publicado: (2022)

BRISK: Dynamic Encryption Based Cipher for Long Term Security
por: Dwivedi, Ashutosh Dhar
Publicado: (2021)

South Asian Countries are Less Fatal Concerning COVID-19: A Fact-finding Procedure Integrating Machine Learning & Multiple Criteria Decision-Making (MCDM) Technique
por: Guhathakurata, Soham, et al.
Publicado: (2021)

Evaluation of Federated Learning in Phishing Email Detection
por: Thapa, Chandra, et al.
Publicado: (2023)

Federated Learning-Based Spectrum Occupancy Detection
por: Kułacz, Łukasz, et al.
Publicado: (2023)

Federated Learning Approach with Pre-Trained Deep Learning Models for COVID-19 Detection from Unsegmented CT images
por: Florescu, Lucian Mihai, et al.
Publicado: (2022)

A novel approach to predict COVID-19 using support vector machine
por: Guhathakurata, Soham, et al.
Publicado: (2021)

Federated learning
por: Yang, Qiang, et al.
Publicado: (2019)

Detecting model misconducts in decentralized healthcare federated learning
por: Kuo, Tsung-Ting, et al.
Publicado: (2021)

Image-based crop disease detection with federated learning
por: Mamba Kabala, Denis, et al.
Publicado: (2023)

Applications of machine learning for COVID-19 misinformation: a systematic review
por: Sanaullah, A. R., et al.
Publicado: (2022)

A COVID-19 Auxiliary Diagnosis Based on Federated Learning and Blockchain
por: Wang, Ziyu, et al.
Publicado: (2022)

A lightweight deep learning approach for COVID-19 detection using X-ray images with edge federation
por: Alvi, Sohaib Bin Khalid, et al.
Publicado: (2023)

A new approach to predict COVID-19 using artificial neural networks
por: Guhathakurata, Soham, et al.
Publicado: (2022)

Stress, Sleep and Psychological Impact in Healthcare Workers During the Early Phase of COVID-19 in India: A Factor Analysis
por: Chatterjee, Seshadri Sekhar, et al.
Publicado: (2021)

Development of a near infrared Au–Ag bimetallic nanocluster for ultrasensitive detection of toxic Pb(2+) ions in vitro and inside cells
por: Sannigrahi, Achinta, et al.
Publicado: (2019)

Integrin Regulated Autoimmune Disorders: Understanding the Role of Mechanical Force in Autoimmunity
por: Banerjee, Souradeep, et al.
Publicado: (2022)

Bmi-1: At the crossroads of physiological and pathological biology
por: Bhattacharya, Resham, et al.
Publicado: (2015)

Corrigendum to ‘Bmi-1: At the crossroads of physiological and pathological biology’ [Genes & Diseases 2 (2015) 225–239]
por: Bhattacharya, Resham, et al.
Publicado: (2015)

Deep Transfer Learning-Based Foot No-Ball Detection in Live Cricket Match
por: Das, Sudhakar, et al.
Publicado: (2023)

A Decentralized Privacy-Preserving Healthcare Blockchain for IoT
por: Dwivedi, Ashutosh Dhar, et al.
Publicado: (2019)

Trusted Multi-Domain DDoS Detection Based on Federated Learning
por: Yin, Ziwei, et al.
Publicado: (2022)

Deep learning based detection and analysis of COVID-19 on chest X-ray images
por: Jain, Rachna, et al.
Publicado: (2020)

FLED-Block: Federated Learning Ensembled Deep Learning Blockchain Model for COVID-19 Prediction
por: Durga, R., et al.
Publicado: (2022)

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
por: Dou, Qi, et al.
Publicado: (2021)

Federated learning for COVID-19 screening from Chest X-ray images
por: Feki, Ines, et al.
Publicado: (2021)

COVID-19 Detection by Optimizing Deep Residual Features with Improved Clustering-Based Golden Ratio Optimizer
por: Chattopadhyay, Soham, et al.
Publicado: (2021)

Internet of Things Based Blockchain for Temperature Monitoring and Counterfeit Pharmaceutical Prevention
por: Singh, Rajani, et al.
Publicado: (2020)

The metal cofactor zinc and interacting membranes modulate SOD1 conformation-aggregation landscape in an in vitro ALS model
por: Sannigrahi, Achinta, et al.
Publicado: (2021)

n-Player Stochastic Duel Game Model with Applied Deep Learning and Its Modern Implications
por: Gupta, Manik, et al.
Publicado: (2022)

Epidemiology of COVID-19
por: Dhar Chowdhury, Sudipta, et al.
Publicado: (2020)

ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs
por: Riedel, Pascal, et al.
Publicado: (2023)

Federated learning enables big data for rare cancer boundary detection
por: Pati, Sarthak, et al.
Publicado: (2022)

Federated Learning-Based Insulator Fault Detection for Data Privacy Preserving
por: Luan, Zhirong, et al.
Publicado: (2023)

Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems
por: Hajj, Suzan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_uh6r77k375460l7a7029qtpu3v