Intelligent alert system for predicting invasive mechanical ventilation needs via noninvasive parameters: employing an integrated machine learning method with integration of multicenter databases. - Guang Zhang; Qingyan Xie; Chengyi Wang; Jiameng Xu; Guanjun Liu; Chen Su (Medical Biol. Eng. Comput., 2024)