In medical clinics, X-ray based assessment of lung is normally suggested to examine the lung abnormality and its infection level. The proposed work aims to develop a Deep-Learning (DL) system to examine and classify the Lung X-Ray images into Normal/Pneumonia class. This work implements a ...
For example, interstitial lung disease may not necessarily trigger a pneumonia detector. Although algorithms of this type may be highly specific, they may not be suitable as comprehensive tools. Moreover, because developing accurate AI algorithms generally requires large labeled datasets, developing ...
Available tools include (i) chest imaging and bronchoscopy with bronchoalveolar lavage, which are often not discriminant when pneumonia is not causative, and (ii) open lung biopsy, which is a gold standard for accurate diagnosis, but with relatively low benefit/harm ratio in some places.6,7 ...
2020). Though the confinement of human populations to their homes, throughout the world, resulted in an increase of household energy consumption, an overall net electricity decline was observed due to the plummeted demand of industrial electricity (Abu-Rayash and Dincer 2020). A dramatic plunge ...
Pneumonia, a rapid onset inflammatory lung disease without effective specific therapy, typically underlies the pathogenic etiology of acute respiratory distress syndrome (ARDS). Pneumonia severity was lessened in past research efforts when nuclear factor-kappa B (NF-κB) inhibitor super-repressor (IB-SR...
An x-ray examination of the thoracic spine reveals osteopenic changes at T7. What does this mean? Which of he following can be present with a sudden onset of difficult breathing and diminished breath sounds? a. Pertussis b. Emphysema c. Pneumothorax d. Pneumonia ...
Pharmacokinetic parameters of CAZ–AVI in the normal lung and in models of pneumonia: lessons for treatment optimization in critical careView further author informationemanuele.durante@unicampania.itEmanuele Durante-MangoniView further author information...
The article explores vascular changes in nonspecific interstitial pneumonia (NSIP), a lung disease. It reveals a significant replacement of normal lung capillaries with COL15A1-positive endothelial cells in NSIP patients, potentially affecting gas exchange and lung permeability. ...
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LU proved to be a valid alternative to computed tomography (CT) scan and a better choice than chest X-ray (CXR) to detect lung involvement in Corona Virus Disease 2019 (COVID-19) [2,3,4]. This is not only due to its diagnostic performances, but also to its wide availability and pot...