The labels are arranged in a hierarchy: Current stats of PA, AP, and AP Supine views. Labels 0=No or 1=Yes. Data loader is here COVID19_Dataset num_samples=481 views=['PA', 'AP'] {'ARDS': {0.0: 465, 1 ...

The project titled "Medical Image Classification for Disease Diagnosis Using Convolutional Neural Networks" aims to develop a robust and accurate machine learning model for the automatic ...

P. aeruginosa is a highly adaptable bacterium and a major cause of hospital-acquired pneumonia (HAP) or ventilator-associated pneumonia (VAP) cases, which can lead to further spread of infection, ...

This project hopes to create a warning system to prevent the next bridge collapse or other major infrastructure disaster. A new European project is hoping to demonstrate that fibre-optic cables, the ...

Abstract: Pneumonia is a potentially life-threatening infectious disease that is typically diagnosed through physical examinations and diagnostic imaging techniques such as chest X-rays, ultrasounds ...

Decision makers have concluded that this technology will not progress as a potential technology appraisal or a highly specialised technology. Traditional approaches to cost-effectiveness analysis, as ...

In a recent paper posted to the preprint repository medRxiv*, researchers investigated the potential of using deep learning algorithms for automating pneumonia detection from chest X-ray images. They ...

Abstract: Use of deep learning in medical healthcare is a rapidly developing sector. Training a deep learning model requires huge amount of data. As individual Hospital does not have substantial ...

Pneumonia is the deadliest infection responsible for more deaths of children under 5 years of age than any other infectious disease. In India, every four minutes one child is lost to pneumonia. The ...

Pneumonia is a common pulmonary complication of flail chest, causing high morbidity and mortality rates in affected patients. The existing methods for identifying pneumonia have low accuracy, and ...