Identification of Mycobacterium Tuberculosis Employing VGG-16 Feature Extraction and Classification Using Prominent Machine Learning Classifiers on X-rays

Author:

Kumar Sunil,Mishra Anand Kumar,Mishra Ravi Kant,Shrivastava Aparna,Chhabra Prachi,Chhabra Gunjan

Publisher

Springer Nature Singapore

Reference31 articles.

1. The Top 10 deadliest diseases in the world. https://www.healthline.com/health/top-10-deadliest-diseases. Last accessed 24 Mar 2023

2. Lung diseases overview. https://www.webmd.com/lung/lung-diseases-overview. Last accessed 25 Mar 2023

3. Tuberculosis (TB) Chest X-ray Cleaned Database. https://www.kaggle.com/datasets/scipygaurav/tuberculosis-tb-chest-x-ray-cleaned-database. Last accessed 25 Mar 2023

4. Ausawalaithong, W., Thirach, A., Marukatat, S., Wilaiprasitporn, T.: Automatic lung cancer prediction from chest x-ray images using the deep learning approach. In: 2018 11th biomedical engineering international conference (BMEiCON). (2018). https://doi.org/10.1109/bmeicon.2018.8609997

5. Yanase, J., Triantaphyllou, E.: A systematic survey of computer-aided diagnosis in medicine: Past and present developments. Expert Syst. Appl. 138, 112821 (2019). https://doi.org/10.1016/j.eswa.2019.112821

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