[HTML][HTML] Deep learning framework for rapid and accurate respiratory COVID-19 prediction using chest X-ray images

CC Ukwuoma, D Cai, MBB Heyat, O Bamisile… - Journal of King Saud …, 2023 - Elsevier
COVID-19 is a contagious disease that affects the human respiratory system. Infected
individuals may develop serious illnesses, and complications may result in death. Using …

A novel method for COVID-19 diagnosis using artificial intelligence in chest X-ray images

YE Almalki, A Qayyum, M Irfan, N Haider, A Glowacz… - Healthcare, 2021 - mdpi.com
The Coronavirus disease 2019 (COVID-19) is an infectious disease spreading rapidly and
uncontrollably throughout the world. The critical challenge is the rapid detection of …

COVID-19 classification on chest X-ray images using deep learning methods

M Constantinou, T Exarchos, AG Vrahatis… - International Journal of …, 2023 - mdpi.com
Since December 2019, the coronavirus disease has significantly affected millions of people.
Given the effect this disease has on the pulmonary systems of humans, there is a need for …

Deep Transfer Learning-based COVID-19 prediction using Chest X-rays

S Kumar, S Mishra, SK Singh - Journal of Health …, 2021 - journals.sagepub.com
The novel coronavirus disease (COVID-19) is spreading very rapidly across the globe
because of its highly contagious nature and is declared as a pandemic by the World Health …

COVID‐19 deep learning prediction model using publicly available radiologist‐adjudicated chest x‐ray images as training data: preliminary findings

MZ Che Azemin, R Hassan… - International Journal …, 2020 - Wiley Online Library
The key component in deep learning research is the availability of training data sets. With a
limited number of publicly available COVID‐19 chest X‐ray images, the generalization and …

COVIDScreen: explainable deep learning framework for differential diagnosis of COVID-19 using chest X-rays

RK Singh, R Pandey, RN Babu - Neural Computing and Applications, 2021 - Springer
COVID-19 has emerged as a global crisis with unprecedented socio-economic challenges,
jeopardizing our lives and livelihoods for years to come. The unavailability of vaccines for …

Covmnet–deep learning model for classifying coronavirus (covid-19)

M Jawahar, V Ravi, J Prassanna, SG Jasmine… - Health and …, 2022 - Springer
Diagnosing COVID-19, current pandemic disease using Chest X-ray images is widely used
to evaluate the lung disorders. As the spread of the disease is enormous many medical …

Deep CNN models for predicting COVID-19 in CT and x-ray images

A Chaddad, L Hassan… - Journal of medical …, 2021 - spiedigitallibrary.org
Purpose: Coronavirus disease 2019 (COVID-19) is a new infection that has spread
worldwide and with no automatic model to reliably detect its presence from images. We aim …

Deep learning based detection and analysis of COVID-19 on chest X-ray images

R Jain, M Gupta, S Taneja, DJ Hemanth - Applied Intelligence, 2021 - Springer
Covid-19 is a rapidly spreading viral disease that infects not only humans, but animals are
also infected because of this disease. The daily life of human beings, their health, and the …

A deep learning-based framework for detecting COVID-19 patients using chest X-rays

S Asif, M Zhao, F Tang, Y Zhu - Multimedia Systems, 2022 - Springer
Abstract Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has caused
outbreaks of new coronavirus disease (COVID-19) around the world. Rapid and accurate …