Community-acquired pneumonia in children—a changing spectrum of disease
DM Le Roux, HJ Zar - Pediatric radiology, 2017 - Springer
Pneumonia remains the leading cause of death in children outside the neonatal period,
despite advances in prevention and management. Over the last 20 years, there has been a …
despite advances in prevention and management. Over the last 20 years, there has been a …
Does this child have pneumonia?: the rational clinical examination systematic review
Importance Pneumonia is a leading cause of morbidity and mortality in children. It is
important to identify the clinical symptoms and physical examination findings associated with …
important to identify the clinical symptoms and physical examination findings associated with …
Pneumonia detection in chest X-ray images using an ensemble of deep learning models
Pneumonia is a respiratory infection caused by bacteria or viruses; it affects many
individuals, especially in developing and underdeveloped nations, where high levels of …
individuals, especially in developing and underdeveloped nations, where high levels of …
Transfer learning with deep convolutional neural network (CNN) for pneumonia detection using chest X-ray
Pneumonia is a life-threatening disease, which occurs in the lungs caused by either
bacterial or viral infection. It can be life-endangering if not acted upon at the right time and …
bacterial or viral infection. It can be life-endangering if not acted upon at the right time and …
Learning from positive and unlabeled data: A survey
Learning from positive and unlabeled data or PU learning is the setting where a learner only
has access to positive examples and unlabeled data. The assumption is that the unlabeled …
has access to positive examples and unlabeled data. The assumption is that the unlabeled …
Diagnosis of pneumonia from chest X-ray images using deep learning
Pneumonia is a disease which occurs in the lungs caused by a bacterial infection. Early
diagnosis is an important factor in terms of the successful treatment process. Generally, the …
diagnosis is an important factor in terms of the successful treatment process. Generally, the …
Visualization and interpretation of convolutional neural network predictions in detecting pneumonia in pediatric chest radiographs
Pneumonia affects 7% of the global population, resulting in 2 million pediatric deaths every
year. Chest X-ray (CXR) analysis is routinely performed to diagnose the disease. Computer …
year. Chest X-ray (CXR) analysis is routinely performed to diagnose the disease. Computer …
Short-course antimicrobial therapy for pediatric community-acquired pneumonia: the SAFER randomized clinical trial
Importance Community-acquired pneumonia (CAP) is a common occurrence in childhood;
consequently, evidence-based recommendations for its treatment are required. Objective To …
consequently, evidence-based recommendations for its treatment are required. Objective To …
Deep learning for automatic pneumonia detection
T Gabruseva, D Poplavskiy… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Pneumonia is the leading cause of death among young children and one of the top mortality
causes worldwide. The pneumonia detection is usually performed through examine of chest …
causes worldwide. The pneumonia detection is usually performed through examine of chest …
Diagnosis of pediatric pneumonia with ensemble of deep convolutional neural networks in chest x-ray images
Pneumonia is a fatal disease that appears in the lungs and is caused by viral or bacterial
infection. Diagnosis of pneumonia in chest X-ray images can be difficult and error-prone …
infection. Diagnosis of pneumonia in chest X-ray images can be difficult and error-prone …