Open Access

ARTICLE

Recognition System for Diagnosing Pneumonia and Bronchitis Using Children’s Breathing Sounds Based on Transfer Learning

Jianying Shi¹, Shengchao Chen¹, Benguo Yu², Yi Ren^3,*, Guanjun Wang^1,4,*, Chenyang Xue⁵

1 School of Information and Communication Engineering, Hainan University, Haikou, 570228, China
2 School of Biomedical Information and Engineering, Hainan Medical College, Haikou, 571199, China
3 Department of Pediatrics, Haikou Hospital of the Maternal and Child Health, Haikou, 570203, China
4 Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, 430074, China
5 School of Instrument and Electronics, North University of China, Taiyuan, 030051, China

* Corresponding Authors: Yi Ren. Email: ; Guanjun Wang. Email: