all AI news
Deep Learning Prediction of Severe Health Risks for Pediatric COVID-19 Patients with a Large Feature Set in 2021 BARDA Data Challenge. (arXiv:2206.01696v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Most children infected with COVID-19 have no or mild symptoms and can recover
automatically by themselves, but some pediatric COVID-19 patients need to be
hospitalized or even to receive intensive medical care (e.g., invasive
mechanical ventilation or cardiovascular support) to recover from the
illnesses. Therefore, it is critical to predict the severe health risk that
COVID-19 infection poses to children to provide precise and timely medical care
for vulnerable pediatric COVID-19 patients. However, predicting the severe
health risk for COVID-19 …
arxiv challenge covid covid-19 data deep learning feature health learning patients prediction risks set