An interpretable 1D convolutional neural network for detecting patient-ventilator asynchrony in mechanical ventilation. - Qing Pan; Lingwei Zhang; Mengzhe Jia; Jie Pan; Qiang Gong; Yunfei Lu; Zhongheng Zhang; Huiqing Ge; Luping Fang (Comput. Methods Programs Biomed., 2021)

Identifying Patient-Ventilator Asynchrony on a Small Dataset Using Image-Based Transfer Learning. - Qing Pan; Mengzhe Jia; Qijie Liu; Lingwei Zhang; Jie Pan; Fei Lu 020; Zhongheng Zhang; Luping Fang; Huiqing Ge (Sensors, 2021)

Beyond smoothness: A general optimization framework for graph neural networks with negative Laplacian regularization. - Zhengpin Li; Mengzhe Jia; Zheng Wei; Jian Wang 016 (Neural Networks, 2024)