Bacterial pneumonias are the most common bacterial infection and may be caused by single or multiple pathogens, including Staphylococcus aureus , and gram-negative organisms, such as Escherichia coli, Pseudomonas aeruginosa or Klebsiella pneumoniae . ...
best quality was achieved with ResNet101 (model accuracy: 0.75, recall rate: 0.84, AUC: 0.803, F1: 0.782).Conclusion: Our study established a pediatric bacterial pneumonia model that utilizes CXR and clinical data to accurately classify cases of gram-negative and gram-positive bacter...
Haemophilus influenzae, Staphylococcus aureus, Escherichia coli, and other gram-negative organisms are mainly responsible for the remainder of bacterial pneumonia episodes in the United States, Central Africa, Australia, and England. In some studies, Chlamydia pneumoniae was recognized as a common cause ...
Haemophilus influenzae, Staphylococcus aureus, Escherichia coli, and other gram-negative organisms are mainly responsible for the remainder of bacterial pneumonia episodes in the United States, Central Africa, Australia, and England. In some studies, Chlamydia pneumoniae was recognized as a common cause ...
Reemergence of gram-negative rods (GNR) is reported in hematopoietic stem cell (HSCT) and solid organ transplant recipients (SOTR). The main GNR are Enterobacteriaceae, followed by Pseudomonas aeruginosa; other more rare non-fermentative GNR include Acin
They had to have severe SARS-CoV-2 or influenza pneumonia with a positive SARS-CoV-2 or influenza RT-PCR. Patients without a complete follow-up and patients infected with both influenza and SARS-CoV-2 were excluded. 2.3. Data Collection Data that were collected prospectively from admission to...
Gram-positive bacteria retain the violet-iodine stain combination because it forms a complex with certain components of their cell wall and cytoplasm. Gram-negative bacteria have no affinity for the stain combination, which is therefore removed by the alcohol rinse, and bacteria remain as nearly ...
During sleep, we aspirate oropharyngeal se- cretions containing gram-positive and gram-negative or- ganisms and their products. Patients in the hospital have altered flora in their oropharyngeal and gastric secretions, and some are exposed to therapeutic aerosols carrying en- vironmental microbes. ...
Pneumonia can be generally defined as an infection of the lung parenchyma, in which consolidation of the affected part and a filling of the alveolar air spaces with exudate, inflammatory cells, and fibrin is characteristic. Infection by bacteria or virus
et al. IL-10 is an important mediator of the enhanced susceptibility to pneumococcal pneumonia after influenza infection. J. Immunol. 172, 7603–7609 (2004). 48. Lee, B. et al. Influenza-induced type I interferon enhances susceptibility to gram-negative and gram-positive bacterial pneumonia in...