Pneumonia

Pneumonia

Latest AI and machine learning research in pneumonia for healthcare professionals.

1,444 articles

Pulmonology Subcategories: Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis

Showing 568-588 of 1,444 articles

Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies.

: Epidemiological studies that involve interpretation of chest radiographs (CXRs) suffer from inter-...

Aug 2022 36111213

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

Pneumonia disease accounts for 15% of all deaths in children under the age of five and early detecti...

Aug 2022 35997924

Automated COVID-19 Classification Using Heap-Based Optimization with the Deep Transfer Learning Model.

The outbreak of the COVID-19 pandemic necessitates prompt identification of affected persons to rest...

Aug 2022 36045956

Intelligent Community and Real Estate Management Based on Machine Learning.

When studying intelligent community and property management system, network service has an important...

Aug 2022 36045992

Identification of missing hierarchical relations in the vaccine ontology using acquired term pairs.

BACKGROUND: The Vaccine Ontology (VO) is a biomedical ontology that standardizes vaccine annotation....

Aug 2022 35964149

Pneumonia Detection in Chest X-Ray Images Using Enhanced Restricted Boltzmann Machine.

The process of pneumonia detection has been the focus of researchers as it has proved itself to be o...

Aug 2022 35991297

Deep Learning-Aided Automated Pneumonia Detection and Classification Using CXR Scans.

The COVID-19 pandemic has caused a worldwide catastrophe and widespread devastation that reeled almo...

Aug 2022 35936981

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays.

Image representation is a fundamental task in computer vision. However, most of the existing approac...

Aug 2022 35192461

A Dynamic Community Detection Method for Complex Networks Based on Deep Self-Coding Network.

Aiming at the problem of community detection in complex dynamic networks, a dynamic community detect...

Jul 2022 35958745

Detection of Pneumonia Infection by Using Deep Learning on a Mobile Platform.

Pneumonia is a disease that spreads quickly and poses a serious risk to the health and well-being of...

Jul 2022 35942467

Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features.

COVID-19 which was announced as a pandemic on 11 March 2020, is still infecting millions to date as ...

Jul 2022 36016288

Machine learning-assisted prediction of pneumonia based on non-invasive measures.

BACKGROUND: Pneumonia is an infection of the lungs that is characterized by high morbidity and morta...

Jul 2022 35968461

Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis.

Artificial intelligence (AI) algorithms evaluating [supine] chest radiographs ([S]CXRs) have remarka...

Jul 2022 35896763

Pulmonology

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Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies.

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

Automated COVID-19 Classification Using Heap-Based Optimization with the Deep Transfer Learning Model.

Intelligent Community and Real Estate Management Based on Machine Learning.

Identification of missing hierarchical relations in the vaccine ontology using acquired term pairs.

Pneumonia Detection in Chest X-Ray Images Using Enhanced Restricted Boltzmann Machine.

Deep Learning-Aided Automated Pneumonia Detection and Classification Using CXR Scans.

ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays.

A Dynamic Community Detection Method for Complex Networks Based on Deep Self-Coding Network.

Detection of Pneumonia Infection by Using Deep Learning on a Mobile Platform.

Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features.

Machine learning-assisted prediction of pneumonia based on non-invasive measures.

Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis.

An Empirical Analysis of an Optimized Pretrained Deep Learning Model for COVID-19 Diagnosis.

Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19.

Automated diagnosis and prognosis of COVID-19 pneumonia from initial ER chest X-rays using deep learning.

The Use of Chest Radiographs and Machine Learning Model for the Rapid Detection of Pneumonitis in Pediatric.

An efficient deep learning-based framework for tuberculosis detection using chest X-ray images.

Graph Neural Network Encoding for Community Detection in Attribute Networks.

Auxiliary Pneumonia Classification Algorithm Based on Pruning Compression.

InjectMeAI-Software Module of an Autonomous Injection Humanoid.

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