Deep Convolutional Spiking Neural Network optimized with Arithmetic optimization algorithm for lung disease detection using chest X-ray images

R Rajagopal, R Karthick, P Meenalochini… - … Signal Processing and …, 2023 - Elsevier
Lung disease is a most common disease all over the world. A numerous feature extraction
with classification models were discussed previously about the lung disease, but those …

Artificial intelligence framework for efficient detection and classification of pneumonia using chest radiography images

AM Alqudah, S Qazan, IS Masad - Journal of Medical and Biological …, 2021 - Springer
Background Chest diseases are serious health problems that threaten the lives of people.
The early and accurate diagnosis of such diseases is very crucial in the success of their …

Pneumonia detection using CNN based feature extraction

D Varshni, K Thakral, L Agarwal… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Pneumonia is a life-threatening infectious disease affecting one or both lungs in humans
commonly caused by bacteria called Streptococcus pneumoniae. One in three deaths in …

Automated lung-related pneumonia and COVID-19 detection based on novel feature extraction framework and vision transformer approaches using chest X-ray …

CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar, A Smahi… - Bioengineering, 2022 - mdpi.com
According to research, classifiers and detectors are less accurate when images are blurry,
have low contrast, or have other flaws which raise questions about the machine learning …

Feature extraction and classification of chest x-ray images using cnn to detect pneumonia

H Sharma, JS Jain, P Bansal… - 2020 10th international …, 2020 - ieeexplore.ieee.org
Pneumonia is an infection that causes inflammation of lungs and can be deadly if not
detected on time. The commonly used method to detect Pneumonia is using chest X-ray …

A deep learning based approach for automatic detection of COVID-19 cases using chest X-ray images

A Bhattacharyya, D Bhaik, S Kumar, P Thakur… - … Signal Processing and …, 2022 - Elsevier
In this global pandemic situation of coronavirus disease (COVID-19), it is of foremost priority
to look up efficient and faster diagnosis methods for reducing the transmission rate of the …

Automated methods for detection and classification pneumonia based on x-ray images using deep learning

K El Asnaoui, Y Chawki, A Idri - Artificial intelligence and blockchain for …, 2021 - Springer
Recently, researchers, specialists, and companies around the world are rolling out deep
learning and image processing-based systems that can fastly process hundreds of X-Ray …

[PDF][PDF] Convolutional neural network based classification of patients with pneumonia using X-ray lung images

H Moujahid, B Cherradi, OE Gannour… - Advances in Science …, 2020 - academia.edu
Analysis and classification of lung diseases using X-ray images is a primary step in the
procedure of pneumonia diagnosis, especially in a critical period as pandemic of COVID-19 …

Deep learning approaches for COVID-19 detection based on chest X-ray images

AM Ismael, A Şengür - Expert Systems with Applications, 2021 - Elsevier
COVID-19 is a novel virus that causes infection in both the upper respiratory tract and the
lungs. The numbers of cases and deaths have increased on a daily basis on the scale of a …

[HTML][HTML] A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images

GMM Alshmrani, Q Ni, R Jiang, H Pervaiz… - Alexandria Engineering …, 2023 - Elsevier
In 2019, the world experienced the rapid outbreak of the Covid-19 pandemic creating an
alarming situation worldwide. The virus targets the respiratory system causing pneumonia …