Project Team
Xu Shi (xshi307), Xiaoyang Xia, (xxia44), Xingdan Wang (xwang3010), Kunming Zhu (kzhu81), Chen Hu (chu93), Manfred Chan (mchan83)
Project Description
The Ventilator Weaning Assistant System is a robust web application combining ICU ventilator patient monitioring with timely, evidence based weaning clinical decision support. The system has two weaning recommendation engines built in: one is rule-based and the other uses deep learning. The user interface offers two views: the Population View provides aggregate statistics and demographics, as well as ICU capacity monitoring, while the Clinician View brings up the current status, data, and CDS recommendations for each patient.
Ventilator Usage
Ventilator Time
Age Distribution
Gender Distribution
Race Distribution