Conclusion: care protocols boost professionals' adherence to official recommendations for the management of sepsis in the hospital environment and the development of evidence-based nursing care, contributing to improve quality indicators and reduce mortality among patients with sep...
Collaborating to improve patient outcomes Improved early detection of sepsis with predictive big data analysis SPOT gives HCA Healthcare the ability to detect and identify initial indicators of sepsis up to 20 hours earlier than traditional screening methods. As part of the Surviving Sepsis Campaign, ...
The purpose of this study was to evaluate different parameters predicting outcome of neonatal sepsis. It was carried out at the neonatal unit of Ghurki Trust Teaching Hospital, Lahore from February 2004 to May 2005. This was an analytical comparative study performed prospectively. A total of 100...
C SantanaM C GuindeoC DominguezE DomenechPediatric ResearchSantana C, Guindeo MC, Dominguez F, Domenech E, Garcia-Alix A. Blood cord levels of IL6, IL8, TNF-alfa, and sIL2R as indicators of early sepsis. Pediatr Res 1997; 42:400 A....
DRG prediction using clinical text consistently performed better than clinical measurements alone, demonstrating the value of mining clinical text to support active care management. Though the deep learning-based NLP model could extract indicators to infer a reasonable DRG group for a patient stay, ...
Early diagnosis and treatment are crucial to prevent further deterioration of kidney function and the occurrence of systemic complications (such as sepsis). With the continual advancement of computer technology, radiomics has been widely applied in the diagnosis, differential diagnosis, and prognosis ...
4 The National Institute for Health and Care Excellence (NICE, United Kingdom) guideline published a list with 23 different clinical indicators of possible neonatal EOS, illustrating the widely variable clinical presentation of neonatal sepsis.13 The role of inflammatory markers like C-reactive ...
Inflammation plays an important role in the pathological process of trauma. It may also be the incentive of some trauma complications(sepsis, multiple organ failure, high metabolism, deep vein thrombosis, etc.). TNFα, IL-1, IL-6, C-reactive protein and etc. are sensitive indicators of post...
Intensive-care clinicians are presented with large quantities of measurements from multiple monitoring systems. The limited ability of humans to process complex information hinders early recognition of patient deterioration, and high numbers of monitorin
Since the values of precision and recall could not be simultaneously high, the comprehensive evaluation index of F1 score was introduced. We used the R package "modEvA" to generate the curve of the four evaluation indicators and calculate the number of cases to construct the confusion matrix [...