Compounding humanitarian and political crises within and across countries have been met with shrinking public resources for coordination, recovery, and mitigation.This resource constrained humanitarian environment presents opportunities for multinational corporations to supplement budgets and actively participate in new markets through connecting w
Active learning aims at obtaining high-accuracy models with as a few labeled data as possible, by iteratively and elaborately selecting most valuable data to query labels during the learning process, thereby the cost of labeling data can be reduced.Most previous active learning approaches consider the situation of centralized processing, where all
The purpose of this study was to explore the establishment of an auxiliary scoring model for patients with acute pulmonary embolism (APE) complicated with atrial fibrillation (AF) based on random forest (RF) and its application effect.A retrospective analysis was performed on the general data, underlying diseases, laboratory indicators, and cardiac
River flow intermittence is a natural phenomenon intensified by human activities, such as water abstraction and the effects of climate change.A growing number of rivers are predicted to experience intermittent flows, MIXED SETS which may impact the diversity and abundance of freshwater species.Dry riverbeds directly diminish the availability of hab
Background: Researchers have found that interleukin 6 (IL-6) plays a crucial regulatory function in the onset and progression of a wide range of inflammatory disorders.One of the more prevalent inflammatory illnesses affecting people today is rheumatoid arthritis.Aim of the study: The purpose of this study was to compare the IL-6 levels of rheumato