AIMC Topic: Pneumonia

Clear Filters Showing 171 to 180 of 233 articles

COVID19XrayNet: A Two-Step Transfer Learning Model for the COVID-19 Detecting Problem Based on a Limited Number of Chest X-Ray Images.

Interdisciplinary sciences, computational life sciences Sep 21, 2020
The novel coronavirus severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a major pandemic outbreak recently. Various diagnostic technologies have been under active development. The novel coronavirus disease (COVID-19) may induce ...
Deep Learning Pneumonia Radiography Models, Biological Databases, Factual Tomography, X-Ray Computed SARS-CoV-2 Lung X-Rays Clinical Laboratory Techniques Humans Betacoronavirus Pneumonia, Viral Coronavirus Pandemics Coronavirus Infections COVID-19 Reference Values Algorithms COVID-19 Testing Datasets as Topic Neural Networks, Computer Machine Learning
View on PubMed DOI

Comparison and Validation of Deep Learning Models for the Diagnosis of Pneumonia.

Computational intelligence and neuroscience Sep 18, 2020
As a respiratory infection, pneumonia has gained great attention from countries all over the world for its strong spreading and relatively high mortality. For pneumonia, early detection and treatment will reduce its mortality rate significantly. Curr...
Humans Deep Learning Pneumonia
View on PubMed DOI

Differentiating novel coronavirus pneumonia from general pneumonia based on machine learning.

Biomedical engineering online Aug 19, 2020
BACKGROUND: Chest CT screening as supplementary means is crucial in diagnosing novel coronavirus pneumonia (COVID-19) with high sensitivity and popularity. Machine learning was adept in discovering intricate structures from CT images and achieved exp...
Pneumonia Coronavirus Infections Pneumonia, Viral Tomography, X-Ray Computed Female Humans Male Machine Learning Image Processing, Computer-Assisted Pandemics COVID-19
View on PubMed DOI

From community-acquired pneumonia to COVID-19: a deep learning-based method for quantitative analysis of COVID-19 on thick-section CT scans.

European radiology Jul 18, 2020
OBJECTIVE: To develop a fully automated AI system to quantitatively assess the disease severity and disease progression of COVID-19 using thick-section chest CT images.
Community-Acquired Infections Betacoronavirus Pneumonia, Viral China ROC Curve Pneumonia Coronavirus Infections Retrospective Studies Tomography, X-Ray Computed Female SARS-CoV-2 Disease Progression Lung Humans Deep Learning Artificial Intelligence Male Pandemics Middle Aged COVID-19
View on PubMed DOI

Accuracy of deep learning for automated detection of pneumonia using chest X-Ray images: A systematic review and meta-analysis.

Computers in biology and medicine Jul 14, 2020
BACKGROUND: Recently, deep learning (DL) algorithms have received widespread popularity in various medical diagnostics. This study aimed to evaluate the diagnostic performance of DL models in the detection and classifying of pneumonia using chest X-r...
ROC Curve Pneumonia Thorax Humans X-Rays Deep Learning
View on PubMed DOI

Pneumonia Detection in Chest X-Ray Dose-Equivalent CT: Impact of Dose Reduction on Detectability by Artificial Intelligence.

Academic radiology Jul 1, 2020
RATIONALE AND OBJECTIVES: There has been a significant increase of immunocompromised patients in recent years due to new treatment modalities for previously fatal diseases. This comes at the cost of an elevated risk for infectious diseases, most nota...
Humans Deep Learning Multiple Pulmonary Nodules Pneumonia X-Rays Drug Tapering Artificial Intelligence Algorithms Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network.

Sensors (Basel, Switzerland) Jun 19, 2020
Pneumonia is a virulent disease that causes the death of millions of people around the world. Every year it kills more children than malaria, AIDS, and measles combined and it accounts for approximately one in five child-deaths worldwide. The inventi...
Humans Neural Networks, Computer Deep Learning Child Radiography, Thoracic Pneumonia Radiography
View on PubMed DOI

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches.

Computers in biology and medicine May 6, 2020
Coronavirus causes a wide variety of respiratory infections and it is an RNA-type virus that can infect both humans and animal species. It often causes pneumonia in humans. Artificial intelligence models have been helpful for successful analyses in t...
Humans Artificial Intelligence Pandemics COVID-19 Lung Deep Learning Computational Biology Databases, Factual SARS-CoV-2 Radiographic Image Interpretation, Computer-Assisted Support Vector Machine Coronavirus Infections Fuzzy Logic Betacoronavirus Pneumonia Pneumonia, Viral Color
View on PubMed DOI

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks.

Computers in biology and medicine Apr 30, 2020
Fast diagnostic methods can control and prevent the spread of pandemic diseases like coronavirus disease 2019 (COVID-19) and assist physicians to better manage patients in high workload conditions. Although a laboratory test is the current routine di...
Coronavirus Infections Betacoronavirus Pneumonia, Viral Tomography, X-Ray Computed Neural Networks, Computer Male Deep Learning Female Artificial Intelligence Middle Aged Humans Computational Biology SARS-CoV-2 Pandemics Lung Aged Aged, 80 and over Pneumonia COVID-19 Adult Radiographic Image Interpretation, Computer-Assisted
View on PubMed DOI

Automated detection of COVID-19 cases using deep neural networks with X-ray images.

Computers in biology and medicine Apr 28, 2020
The novel coronavirus 2019 (COVID-2019), which first appeared in Wuhan city of China in December 2019, spread rapidly around the world and became a pandemic. It has caused a devastating effect on both daily lives, public health, and the global econom...
Radiographic Image Interpretation, Computer-Assisted Humans Coronavirus Infections Betacoronavirus Pneumonia, Viral Female Diagnosis, Computer-Assisted SARS-CoV-2 Deep Learning Computational Biology Male Pneumonia Middle Aged Lung Neural Networks, Computer Pandemics COVID-19 Databases, Factual
View on PubMed DOI
Popular Topics
Recent Journals