… This work presents an advanced neural networkarchitecture optimized for tuberculosis diagnosis. We can train this specialized architecture from scratch and achieve good results …
R Dinesh Jackson Samuel, B Rajesh Kanna - Neural Computing and …, 2019 - Springer
… of TB and non-TB bacilli. Here in this paper, CNN-based recognition approaches are used for the classification of TB and non-TB bacilli. … Proposed TBdetection system architecture …
A Wong, JRH Lee, H Rahmat-Khah, A Sabri… - Frontiers in Artificial …, 2022 - frontiersin.org
… As a result, by leveraging visual attention condensers, the proposed TB-Net network architecture design facilitates for high TB screening performance by better focusing its attention on …
L An, K Peng, X Yang, P Huang, Y Luo, P Feng, B Wei - Sensors, 2022 - mdpi.com
… Integrating the content of the previous section with the E-TBNet classification network architecture proposed in this paper, Figure 3 illustrates the overview of our E-TBNet. …
… architectures, we are trying to achieve radiologist level detection as well as lower False Negative detection of TB … which give probabilities of the chest x-ray to be normal or TB affected. …
… We apply CNNs on chest X-ray (CXR) dataset to identify if the patient has Tuberculosis (TB). Our goal is to develop a generalized model which takes care of all the complex …
S Kant, MM Srivastava - 2018 IEEE Symposium Series on …, 2018 - ieeexplore.ieee.org
… network based TB diagnosis methodology with recall and precision of 83.78% and 67.55% respectively for bacillus detection … Our neural networkarchitecture is inspired from [5] due to …
… method for TBdetection. CNNs are based on feed-forward neural networkarchitectures and … The performance of extracted features in CNN depends on the depth of the architecture. As …
J Singh, A Tripathy, P Garg, A Kumar - Procedia Computer Science, 2020 - Elsevier
… architectures like ResNet[25], DenseNet [26], and MobileNet[27]. In this paper, we have discussed thoroughly the task which is the detection of tuberculosis … classified to tuberculosis of …