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

• Main Authors: Li Li (Author), Alimu Ayiguli (Author), Qiyun Luan (Author), Boyi Yang (Author), Yilamujiang Subinuer (Author), Hui Gong (Author), Abudureherman Zulipikaer (Author), Jingran Xu (Author), Xuemei Zhong (Author), Jiangtao Ren (Author), Xiaoguang Zou (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-05-01T00:00:00Z.
• Subjects: article
• Online Access: 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...