The growth of IoT healthcare is aimed at providing efficient services to patients by utilizing data from local hospitals. However, privacy concerns can impede data sharing among third parties. Federated learning offers a solution by enabling the training of neural networks while maintaining the privacy of the data.
View Article and Find Full Text PDFBurn injuries pose significant challenges to both patients and healthcare systems globally. This retrospective observational study, conducted at the burn center in a tertiary care hospital in Rawalpindi, Pakistan, aimed to delineate the patterns of burn injuries and correlate them with demographic and clinical presentations. A total of 99 patients were included, with 54 males and 45 females, ranging in age from three months to 70 years.
View Article and Find Full Text PDFThe prefrontal cortex (PFC) is a key neural node mediating behavioral responses to stress and the actions of ketamine, a fast-acting antidepressant. The molecular mechanisms underlying these processes, however, are not fully understood. Our recent study revealed a pivotal role of hippocampal Ahnak as a regulator of cellular and behavioral adaptations to chronic stress.
View Article and Find Full Text PDF