Real-time detection of respiratory circuit events in mechanical ventilation using deep learning. - Qian He; Tingting Pan; Haiyang Hou; Yue Yu; Guo Chen; Ling Zhang; Xiangqun Yan; Lanqi Niu; Yuxi Yang; Na Lv; Ruoming Tan; Hongping Qu (npj Digit. Medicine, 2025)