Diagnosis of secondary pulmonary tuberculosis by an eight-layer improved convolutional neural network with stochastic pooling and hyperparameter optimization
Diagnosis of secondary pulmonary tuberculosis by an eight-layer improved convolutional neural network with stochastic pooling and hyperparameter optimization
Yudong Zhang,D. Nayak,Xin Zhang,Shui-hua Wang
2020 · DOI: 10.1007/s12652-020-02612-9
30 Citations
TLDR
An improved convolutional neural network (ICNN) based on recent deep learning technologies that provides better performances than other four state-of-the-art algorithms and can help radiologists to make more accurate diagnosis on secondary pulmonary tuberculosis.