Recently published works: Automatic Detection of Tuberculosis Using VGG19 with Seagull-Algorithm

11 พ.ย. 2022

The new research was published in Mdpi Life, The research develop an automatic TB detection system to assist the pulmonologist in confirming the severity of the disease, decision-making, and treatment execution. 

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The proposed system employs a pre-trained VGG19 with the following phases: (i) image pre-processing, (ii) mining of deep features, (iii) enhancing the X-ray images with chosen procedures and mining of the handcrafted features, (iv) feature optimization using Seagull-Algorithm and serial concatenation, and (v) binary classification and validatio 
Note, This research was researched by  Ramya Mohan, Seifedine Kadry, Venkatesan Rajinikanth ,Arnab Majumdar and Orawit Thinnukool 

https://www.mdpi.com/2075-1729/12/11/1848