A Review on Tuberculosis Pattern Detection Based on Various Machine Learning Techniques

Author:

Agrahari Devansh,Bhanushali Akash,Biradar Karunesh,Bhole Chitra

Publisher

Springer Nature Switzerland

Reference9 articles.

1. Santosh, K.C., Antani, S.: Automated chest x-ray screening: Can lung region symmetry help detect pulmonary abnormalities? IEEE Trans. Med. Imaging 37(5), 1168–1177 (2018). https://doi.org/10.1109/TMI.2017.2775636

2. Bajaj, M., Rawat, P., Bhatt, A., Vats, S., Sharma, V.: A study on tuberculosis with deep learning and machine learning approaches. In: 2023 International Conference on Artificial Intelligence and Applications (ICAIA) Alliance Technology Conference (ATCON-1), pp. 1–6 (2023). https://doi.org/10.1109/ICAIA57370.2023.10169724

3. Capell´an-Mart´ın, D., G´omez-Valverde, J.J., Bermejo-Pel´aez, D., LedesmaCarbayo, M.J.: A lightweight, rapid and efficient deep convolutional network for chest x-ray tuberculosis detection. In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), pp. 1–5 (2023). https://doi.org/10.1109/ISBI53787.2023.10230500

4. Gill, K.S., Sharma, A., Anand, V., Gupta, R., Deshmukh, P.: Influence of adam optimizer with sequential convolutional model for detection of tuberculosis. In: 2022 International Conference on Computational Modelling, Simulation and Optimization (ICCMSO), pp. 340–344 (2022). https://doi.org/10.1109/ICCMSO58359.2022.00072

5. Li, Y., Zhou, C., Wan, J., Wang, B.: Detection of tubercle bacilli by fusion with yolov5s and esrgan. In: 2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA), vol. 3, pp. 659–663 (2023). https://doi.org/10.1109/ICIBA56860.2023.10165501

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