Prediction and Diagnosis of Respiratory Disease by Combining Convolutional Neural Network and Bi-directional Long Short-Term Memory Methods

• Hoofdauteurs: Li Li (Auteur), Alimu Ayiguli (Auteur), Qiyun Luan (Auteur), Boyi Yang (Auteur), Yilamujiang Subinuer (Auteur), Hui Gong (Auteur), Abudureherman Zulipikaer (Auteur), Jingran Xu (Auteur), Xuemei Zhong (Auteur), Jiangtao Ren (Auteur), Xiaoguang Zou (Auteur)
• Formaat: Boek
• Gepubliceerd in: Frontiers Media S.A., 2022-05-01T00:00:00Z.
• Onderwerpen: article
• Online toegang: Connect to this object online.

ObjectiveBased on the respiratory disease big data platform in southern Xinjiang, we established a model that predicted and diagnosed chronic obstructive pulmonary disease, bronchiectasis, pulmonary embolism and pulmonary tuberculosis, and provided assistance for primary physicians.MethodsThe method...