AIMC Topic: Pneumonia

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Ensemble of deep capsule neural networks: an application to pediatric pneumonia prediction.

Physical and engineering sciences in medicine Aug 23, 2022
Pneumonia disease accounts for 15% of all deaths in children under the age of five and early detection of the disease significantly improves survival chances. In this work, we introduce a novel deep neural network model for evaluating pediatric pneum...
Humans Neural Networks, Computer Pneumonia Thorax Deep Learning Child
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Pneumonia Detection in Chest X-Ray Images Using Enhanced Restricted Boltzmann Machine.

Journal of healthcare engineering Aug 12, 2022
The process of pneumonia detection has been the focus of researchers as it has proved itself to be one of the most dangerous and life-threatening disorders. In recent years, many machine learning and deep learning algorithms have been applied in an a...
ROC Curve Machine Learning Pneumonia Algorithms X-Rays Humans
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Multiclass Classification for Detection of COVID-19 Infection in Chest X-Rays Using CNN.

Computational intelligence and neuroscience Aug 11, 2022
Coronavirus took the world by surprise and caused a lot of trouble in all the important fields in life. The complexity of dealing with coronavirus lies in the fact that it is highly infectious and is a novel virus which is hard to detect with exact p...
Humans Neural Networks, Computer Pneumonia X-Rays COVID-19 Deep Learning
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Deep Learning-Aided Automated Pneumonia Detection and Classification Using CXR Scans.

Computational intelligence and neuroscience Aug 4, 2022
The COVID-19 pandemic has caused a worldwide catastrophe and widespread devastation that reeled almost all countries. The pandemic has mounted pressure on the existing healthcare system and caused panic and desperation. The gold testing standard for ...
Humans Pneumonia COVID-19 Artificial Intelligence Radiography, Thoracic Deep Learning Pandemics
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Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency.

JAMA network open Aug 1, 2022
IMPORTANCE: The efficient and accurate interpretation of radiologic images is paramount.
Pleural Effusion Pneumothorax Cohort Studies Middle Aged Pneumonia Adult Deep Learning Male Humans Artificial Intelligence
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Detection of Pneumonia Infection by Using Deep Learning on a Mobile Platform.

Computational intelligence and neuroscience Jul 30, 2022
Pneumonia is a disease that spreads quickly and poses a serious risk to the health and well-being of its victims. An accurate biomedical diagnosis of pneumonia necessitates the use of various diagnostic tools and the evaluation of various clinical fe...
Pneumonia Algorithms Deep Learning Humans Neural Networks, Computer
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Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features.

Viruses Jul 28, 2022
COVID-19 which was announced as a pandemic on 11 March 2020, is still infecting millions to date as the vaccines that have been developed do not prevent the disease but rather reduce the severity of the symptoms. Until a vaccine is developed that can...
Tomography, X-Ray Computed SARS-CoV-2 Deep Learning Pneumonia Humans COVID-19
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Machine learning-assisted prediction of pneumonia based on non-invasive measures.

Frontiers in public health Jul 28, 2022
BACKGROUND: Pneumonia is an infection of the lungs that is characterized by high morbidity and mortality. The use of machine learning systems to detect respiratory diseases non-invasive measures such as physical and laboratory parameters is gaining ...
Machine Learning Pneumonia Humans
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An Empirical Analysis of an Optimized Pretrained Deep Learning Model for COVID-19 Diagnosis.

Computational and mathematical methods in medicine Jul 27, 2022
As a result of the COVID-19 outbreak, which has put the world in an unprecedented predicament, thousands of people have died. Data from structured and unstructured sources are combined to create user-friendly platforms for clinicians and researchers ...
Pneumonia COVID-19 Testing Humans COVID-19 SARS-CoV-2 Deep Learning
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An efficient deep learning-based framework for tuberculosis detection using chest X-ray images.

Tuberculosis (Edinburgh, Scotland) Jul 19, 2022
Early diagnosis of tuberculosis (TB) is an essential and challenging task to prevent disease, decrease mortality risk, and stop transmission to other people. The chest X-ray (CXR) is the top choice for lung disease screening in clinics because it is ...
COVID-19 Deep Learning Humans Neural Networks, Computer Mycobacterium tuberculosis X-Rays Pneumonia Tuberculosis
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