Pneumonia identification in chest X-ray images using EMD
Pneumonia is a common lung infection in which an individual's alveoli fill up with fluid and
form a cloudy-like structure. Pneumonia is of two types:(a) bacterial and (b) viral, but both the …
form a cloudy-like structure. Pneumonia is of two types:(a) bacterial and (b) viral, but both the …
[HTML][HTML] Deep-learning based detection of COVID-19 using lung ultrasound imagery
J Diaz-Escobar, NE Ordonez-Guillen… - Plos one, 2021 - journals.plos.org
Background The COVID-19 pandemic has exposed the vulnerability of healthcare services
worldwide, especially in underdeveloped countries. There is a clear need to develop novel …
worldwide, especially in underdeveloped countries. There is a clear need to develop novel …
Sonographic diagnosis of COVID-19: A review of image processing for lung ultrasound
The sustained increase in new cases of COVID-19 across the world and potential for
subsequent outbreaks call for new tools to assist health professionals with early diagnosis …
subsequent outbreaks call for new tools to assist health professionals with early diagnosis …
Design ensemble deep learning model for pneumonia disease classification
K El Asnaoui - International Journal of Multimedia Information …, 2021 - Springer
With the recent spread of the SARS-CoV-2 virus, computer-aided diagnosis (CAD) has
received more attention. The most important CAD application is to detect and classify …
received more attention. The most important CAD application is to detect and classify …
[PDF][PDF] Classification of Images of Childhood Pneumonia using Convolutional Neural Networks.
In this paper we describe a comparative classification of Pneumonia using Convolution
Neural Network. The database used was the dataset Labeled Optical Coherence …
Neural Network. The database used was the dataset Labeled Optical Coherence …
Diagnosis of hypercritical chronic pulmonary disorders using dense convolutional network through chest radiography
Lung-related ailments are prevalent all over the world which majorly includes asthma,
chronic obstructive pulmonary disease (COPD), tuberculosis, pneumonia, fibrosis, etc. and …
chronic obstructive pulmonary disease (COPD), tuberculosis, pneumonia, fibrosis, etc. and …
Volume sweep imaging lung teleultrasound for detection of COVID-19 in Peru: a multicentre pilot study
TJ Marini, K Kaproth-Joslin, R Ambrosini, TM Baran… - BMJ open, 2022 - bmjopen.bmj.com
Objectives Pulmonary disease is a significant cause of morbidity and mortality in adults and
children, but most of the world lacks diagnostic imaging for its assessment. Lung ultrasound …
children, but most of the world lacks diagnostic imaging for its assessment. Lung ultrasound …
Impact of machine learning models in pneumonia diagnosis with features extracted from chest X-Rays using VGG16
Pneumonia is a viral, bacterial, or fungal infection that leads to the accumulation of pus or
fluids in the alveoli of lungs causing breathlessness, lung abscess, or even death at later …
fluids in the alveoli of lungs causing breathlessness, lung abscess, or even death at later …
Convolutional neural network for sparse reconstruction of MR images interposed with Gaussian noise
Compressive Sensing (CS) reconstructs high-quality images from very few measurements,
which are far below Nyquist rate. CS proves to be very useful for acquiring high dimensional …
which are far below Nyquist rate. CS proves to be very useful for acquiring high dimensional …
Feature extraction and classification of X-ray lung images using haralick texture features
N Vamsha Deepa, N Krishna… - Smart and Innovative …, 2018 - Springer
According to a survey given by world health organization pneumonia is the leading cause of
death. Pneumonia is a disease caused due to bacteria, virus, or fungus infection in one or …
death. Pneumonia is a disease caused due to bacteria, virus, or fungus infection in one or …