Muhammad Ameen Chhajro, Abdul Samad, Farhan Bashir Shaikh, Zubair Uddin, Seema Sultana Bhurgri and Adnan Jahangir Panhwar (2026) “ENHANCING PNEUMONIA DETECTION FROM CHEST X-RAY IMAGES USING RESNET-18 DEEP LEARNING MODEL”, Spectrum of Engineering Sciences, 4(4), pp. 863–873. Available at: https://www.thesesjournal.com/index.php/1/article/view/2496 (Accessed: 22 April 2026).