Intelligent pneumonia identification from chest x-rays: A systematic literature review
Chest radiography is a significant diagnostic tool used to detect diseases afflicting the chest.
The automatic detection techniques associated with computer vision are being adopted in …
The automatic detection techniques associated with computer vision are being adopted in …
A deep feature learning model for pneumonia detection applying a combination of mRMR feature selection and machine learning models
Pneumonia is one of the diseases that people may encounter in any period of their lives.
Approximately 18% of infectious diseases are caused by pneumonia. This disease may …
Approximately 18% of infectious diseases are caused by pneumonia. This disease may …
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification
A computer-aided diagnosis (CAD) system requires detection, segmentation, and
classification in one framework to assist radiologists efficiently in an accurate diagnosis. In …
classification in one framework to assist radiologists efficiently in an accurate diagnosis. In …
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 …
Pediatric chest radiograph interpretation: how far has artificial intelligence come? A systematic literature review
S Padash, MR Mohebbian, SJ Adams… - Pediatric …, 2022 - Springer
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) …
attention to the unique aspects of pediatric imaging. The objectives of this study were to (1) …
Feature extraction and classification of chest x-ray images using cnn to detect pneumonia
Pneumonia is an infection that causes inflammation of lungs and can be deadly if not
detected on time. The commonly used method to detect Pneumonia is using chest X-ray …
detected on time. The commonly used method to detect Pneumonia is using chest X-ray …
Detecting pneumonia using convolutions and dynamic capsule routing for chest X-ray images
An entity's existence in an image can be depicted by the activity instantiation vector from a
group of neurons (called capsule). Recently, multi-layered capsules, called CapsNet, have …
group of neurons (called capsule). Recently, multi-layered capsules, called CapsNet, have …
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 …
Ensemble of CheXNet and VGG-19 feature extractor with random forest classifier for pediatric pneumonia detection
Pneumonia, an acute respiratory infection, causes serious breathing hindrance by
damaging lung/s. Recovery of pneumonia patients depends on the early diagnosis of the …
damaging lung/s. Recovery of pneumonia patients depends on the early diagnosis of the …
Detection of pneumonia clouds in chest X-ray using image processing approach
Finding ways to automate diagnostics from medical images, has continuously been one of
the most interesting areas of software development. This article presents a novel approach …
the most interesting areas of software development. This article presents a novel approach …