Clinical Trial: Clinical Prediction Models for Pediatric In-Hospital Death Risk in Congolese Severe Malaria Children Using Machine Learning Based-Algorithms

U.S., Jan. 22 -- ClinicalTrials.gov registry received information related to the study (NCT07355426) titled 'Clinical Prediction Models for Pediatric In-Hospital Death Risk in Congolese Severe Malaria Children Using Machine Learning Based-Algorithms' on Sept. 11, 2025.

Brief Summary: The goal of this observational study is to optimize the management of severe childhood malaria, based on understanding and controlling the severity factors of the disease in Congolese children aged 2 to 9 years (the age group at risk of developing various severe forms of malaria), admitted to the paediatric intensive care units (PICU).

The main question it aims to answer is whether the scores or models used to predict the severity of severe malaria and the as...