Accurately estimating the length of stay (LOS) patients admitted to intensive care unit (ICU) in relation their health status helps healthcare management allocate appropriate resources and better plan for future. This paper presents predictive models LOS ICU from MIMIC-IV database based on typical demographic administrative data, as well early vital signs laboratory measurements collected first...

Fractured-vuggy carbonate reservoirs have complex geological structures including pores, caves and fractures, which causes frequent working system adjustments makes the production prediction extremely challenging. Currently, most widely used methods in such are water drive characteristic curve machine learning based models. However, (such as well shut-in) could make unstable, provides unsatisfa...