Malaika Nasir; Noreen Khalid; Zaeem Nasir; Asra Nasir. A TRANSFER LEARNING–BASED VGG-16 FRAMEWORK FOR AUTOMATED PNEUMONIA DETECTION FROM CHEST X-RAY IMAGES WITH REAL-TIME WEB DEPLOYMENT. SES 2026, 4, 516-537.