Intelligent pneumonia identification from chest x-rays: A systematic literature review
Chest radiography is a significant diagnostic tool used to detect diseases afflicting the chest.
The automatic detection techniques associated with computer vision are being adopted in …
The automatic detection techniques associated with computer vision are being adopted in …
Customized VGG19 architecture for pneumonia detection in chest X-rays
Pneumonia is one of the major illnesses in children and aged humans due to the Infection in
the lungs. Early analysis of pneumonia is necessary to prepare for a possible treatment …
the lungs. Early analysis of pneumonia is necessary to prepare for a possible treatment …
A comprehensive review of machine learning used to combat COVID-19
Coronavirus disease (COVID-19) has had a significant impact on global health since the
start of the pandemic in 2019. As of June 2022, over 539 million cases have been confirmed …
start of the pandemic in 2019. As of June 2022, over 539 million cases have been confirmed …
An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray image
Coronavirus is normally transmitted from animal to person, but nowadays it is transmitted
from person to person by changing its form. Covid-19 appeared as a very dangerous virus …
from person to person by changing its form. Covid-19 appeared as a very dangerous virus …
Detecting pneumonia using convolutions and dynamic capsule routing for chest X-ray images
An entity's existence in an image can be depicted by the activity instantiation vector from a
group of neurons (called capsule). Recently, multi-layered capsules, called CapsNet, have …
group of neurons (called capsule). Recently, multi-layered capsules, called CapsNet, have …
[HTML][HTML] Automatic detection of pneumonia in chest X-ray images using textural features
C Ortiz-Toro, A Garcia-Pedrero… - Computers in biology …, 2022 - Elsevier
Fast and accurate diagnosis is critical for the triage and management of pneumonia,
particularly in the current scenario of a COVID-19 pandemic, where this pathology is a major …
particularly in the current scenario of a COVID-19 pandemic, where this pathology is a major …
Investigation of the performance of machine learning classifiers for pneumonia detection in chest X-ray images
Pneumonia is one of the serious and life-threatening diseases that is caused by a bacterial
or viral infection of the lungs and have the potential to result in severe consequences within …
or viral infection of the lungs and have the potential to result in severe consequences within …
Multi-view ensemble convolutional neural network to improve classification of pneumonia in low contrast chest x-ray images
Pneumonia is one of the leading causes of childhood mortality worldwide. Chest X-ray
(CXR) can aid the diagnosis of pneumonia, but in the case of low contrast images, it is …
(CXR) can aid the diagnosis of pneumonia, but in the case of low contrast images, it is …
Covmnet–deep learning model for classifying coronavirus (covid-19)
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 …
to evaluate the lung disorders. As the spread of the disease is enormous many medical …
Pediatric chest radiograph interpretation: how far has artificial intelligence come? A systematic literature review
S Padash, MR Mohebbian, SJ Adams… - Pediatric …, 2022 - Springer
Most artificial intelligence (AI) studies have focused primarily on adult imaging, with less
attention to the unique aspects of pediatric imaging. The objectives of this study were to (1) …
attention to the unique aspects of pediatric imaging. The objectives of this study were to (1) …