AIMC Topic: Pneumonia

Clear Filters Showing 111 to 120 of 233 articles

Auxiliary Pneumonia Classification Algorithm Based on Pruning Compression.

Computational and mathematical methods in medicine Jul 18, 2022
Pneumonia infection is the leading cause of death in young children. The commonly used pneumonia detection method is that doctors diagnose through chest X-ray, and external factors easily interfere with the results. Assisting doctors in diagnosing pn...
Algorithms Humans Child, Preschool Neural Networks, Computer Deep Learning Child Data Compression Pneumonia
View on PubMed DOI

Multisemantic Level Patch Merger Vision Transformer for Diagnosis of Pneumonia.

Computational and mathematical methods in medicine Jun 21, 2022
The most popular test for pneumonia, a serious health threat to children, is chest X-ray imaging. However, the diagnosis of pneumonia relies on the expertise of experienced radiologists, and the scarcity of medical resources has forced us to conduct ...
Diagnosis, Computer-Assisted Deep Learning Algorithms Reproducibility of Results Humans Child Pneumonia
View on PubMed DOI

Deep learning model for the automatic classification of COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy: a multi-center retrospective study.

Scientific reports May 17, 2022
This retrospective study aimed to develop and validate a deep learning model for the classification of coronavirus disease-2019 (COVID-19) pneumonia, non-COVID-19 pneumonia, and the healthy using chest X-ray (CXR) images. One private and two public d...
Humans SARS-CoV-2 Deep Learning Pneumonia COVID-19 Retrospective Studies
View on PubMed DOI

Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

BMC medical research methodology Apr 28, 2022
BACKGROUND: The health crisis resulting from the global COVID-19 pandemic highlighted more than ever the need for rapid, reliable and safe methods of diagnosis and monitoring of respiratory diseases. To study pulmonary involvement in detail, one of t...
Pandemics COVID-19 Male X-Rays Humans Pneumonia Deep Learning Radiography Female
View on PubMed DOI

Pediatric chest radiograph interpretation: how far has artificial intelligence come? A systematic literature review.

Pediatric radiology Apr 23, 2022
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) identify all publicly available pediatric datasets and determi...
Radiography, Thoracic Artificial Intelligence Algorithms Child Pneumonia Adult Humans
View on PubMed DOI

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images.

Computer methods and programs in biomedicine Apr 22, 2022
BACKGROUND: over the last year, the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and its variants have highlighted the importance of screening tools with high diagnostic accuracy for new illnesses such as COVID-19. In that regard, dee...
X-Rays Deep Learning Pneumonia Humans COVID-19 SARS-CoV-2
View on PubMed DOI

An original deep learning model using limited data for COVID-19 discrimination: A multicenter study.

Medical physics Apr 18, 2022
OBJECTIVES: Artificial intelligence (AI) has been proved to be a highly efficient tool for COVID-19 diagnosis, but the large data size and heavy label force required for algorithm development and the poor generalizability of AI algorithms, to some ex...
COVID-19 Retrospective Studies SARS-CoV-2 Humans Artificial Intelligence COVID-19 Testing Deep Learning Pneumonia
View on PubMed DOI

A Principal Neighborhood Aggregation-Based Graph Convolutional Network for Pneumonia Detection.

Sensors (Basel, Switzerland) Apr 15, 2022
Pneumonia is one of the main causes of child mortality in the world and has been reported by the World Health Organization (WHO) to be the cause of one-third of child deaths in India. Designing an automated classification system to detect pneumonia h...
India Pneumonia X-Rays Neural Networks, Computer Child Humans
View on PubMed DOI

COVID Detection From Chest X-Ray Images Using Multi-Scale Attention.

IEEE journal of biomedical and health informatics Apr 14, 2022
Deep learning based methods have shown great promise in achieving accurate automatic detection of Coronavirus Disease (covid) - 19 from Chest X-Ray (cxr) images.However, incorporating explainability in these solutions remains relatively less explored...
X-Rays Pneumonia Attention Neural Networks, Computer COVID-19 SARS-CoV-2 Deep Learning Algorithms Humans
View on PubMed DOI

Deep Learning-Based Automatic CT Quantification of Coronavirus Disease 2019 Pneumonia: An International Collaborative Study.

Journal of computer assisted tomography Apr 8, 2022
OBJECTIVE: We aimed to develop and validate the automatic quantification of coronavirus disease 2019 (COVID-19) pneumonia on computed tomography (CT) images.
Deep Learning Pneumonia Retrospective Studies Tomography, X-Ray Computed Humans COVID-19
View on PubMed DOI
Popular Topics
Recent Journals