An Original Neural Network for Pulmonary Tuberculosis Diagnosis in Radiographs
An Original Neural Network for Pulmonary Tuberculosis Diagnosis in Radiographs
Junyu Liu,Yang Liu,4 Authors,P. Zuo
2018 · DOI: 10.1007/978-3-030-01421-6_16
International Conference on Artificial Neural Networks · 11 Citations
TLDR
This work proposed an end-to-end neural network system for TB diagnosis, combining preprocessing, lung segmentation, feature extraction and classification, and achieved accuracy of 0.961 in the authors' labeled dataset, which outperformed the state-of-the-art methods in this area.