DEVELOPING AND VALIDATING A MACHINE LEARNING-BASED MODEL FOR PREDICTING IN-HOSPITAL MORTALITY AMONG ICU-ADMITTED HEART FAILURE PATIENTS: A STUDY UTILIZING THE MIMIC-III DATABASE

Background Although the assessment of in-hospital mortality risk among heart failure patients in the intensive care unit (ICU) is crucial for clinical decision-making, there is currently a lack of comprehensive models accurately predicting their prognosis.Machine learning techniques offer a powerful means to identify potential risk factors and pred

Mass production of one-dimensional, V2Se9 crystals, was successfully synthesized att nighthawk hotspot using the solid-state reaction of vanadium and selenium.Through the mechanical exfoliation method, the bulk V2Se9 crystal was easily separated to nanoribbon structure and we have confirmed that as-grown V2Se9 crystals consist of innumerable single

West sumatera is a halal tourism destination in Indonesia.It was acknowledged by Global Muslim Travel Index in 2016.All stakeholders have given more intention to this halal tourism.Beyond the strengthening district regulation on it, the studies on halal tourism in West Sumatera have been increasing every year.This study aims to map the research abo