Blockchain-federated-learning and deep learning models for covid-19 detection using ct imaging
With the increase of COVID-19 cases worldwide, an effective way is required to diagnose
COVID-19 patients. The primary problem in diagnosing COVID-19 patients is the shortage …
COVID-19 patients. The primary problem in diagnosing COVID-19 patients is the shortage …
[HTML][HTML] Fled-block: Federated learning ensembled deep learning blockchain model for covid-19 prediction
R Durga, E Poovammal - Frontiers in Public Health, 2022 - frontiersin.org
With the SARS-CoV-2's exponential growth, intelligent and constructive practice is required
to diagnose the COVID-19. The rapid spread of the virus and the shortage of reliable testing …
to diagnose the COVID-19. The rapid spread of the virus and the shortage of reliable testing …
A privacy-aware method for COVID-19 detection in chest CT images using lightweight deep conventional neural network and blockchain
With the global spread of the COVID-19 epidemic, a reliable method is required for
identifying COVID-19 victims. The biggest issue in detecting the virus is a lack of testing kits …
identifying COVID-19 victims. The biggest issue in detecting the virus is a lack of testing kits …
Covidctnet: An open-source deep learning approach to identify covid-19 using ct image
Coronavirus disease 2019 (Covid-19) is highly contagious with limited treatment options.
Early and accurate diagnosis of Covid-19 is crucial in reducing the spread of the disease …
Early and accurate diagnosis of Covid-19 is crucial in reducing the spread of the disease …
A new lung cancer detection method based on the chest CT images using Federated Learning and blockchain systems
With an estimated five million fatal cases each year, lung cancer is one of the significant
causes of death worldwide. Lung diseases can be diagnosed with a Computed Tomography …
causes of death worldwide. Lung diseases can be diagnosed with a Computed Tomography …
An integration of blockchain and AI for secure data sharing and detection of CT images for the hospitals
Deep learning, for image data processing, has been widely used to solve a variety of
problems related to medical practices. However, researchers are constantly struggling to …
problems related to medical practices. However, researchers are constantly struggling to …
Explainable COVID-19 detection using chest CT scans and deep learning
This paper explores how well deep learning models trained on chest CT images can
diagnose COVID-19 infected people in a fast and automated process. To this end, we …
diagnose COVID-19 infected people in a fast and automated process. To this end, we …
xViTCOS: explainable vision transformer based COVID-19 screening using radiography
Objective: Since its outbreak, the rapid spread of COrona VIrus Disease 2019 (COVID-19)
across the globe has pushed the health care system in many countries to the verge of …
across the globe has pushed the health care system in many countries to the verge of …
Integrated CNN and federated learning for COVID-19 detection on chest X-ray images
Z Li, X Xu, X Cao, W Liu, Y Zhang… - … /ACM Transactions on …, 2022 - ieeexplore.ieee.org
Currently, Coronavirus Disease 2019 (COVID-19) is still endangering world health and
safety and deep learning (DL) is expected to be the most powerful method for efficient …
safety and deep learning (DL) is expected to be the most powerful method for efficient …
Deep learning assisted COVID-19 detection using full CT-scans
The ongoing pandemic of COVID-19 has shown the limitations of our current medical
institutions. There is a need for research in automated diagnosis for speeding up the …
institutions. There is a need for research in automated diagnosis for speeding up the …