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COMPARISON OF PERFORMANCE AND COMPUTATIONAL COMPLEXITY OF CNN AND RESNET50 FOR PNEUMONIA CLASSIFICATION

Pneumonia is an acute infection of the lung tissue and the leading cause of death among children under five years of age worldwide. Diagnosis based on chest X-ray images is considered prone to misinterpretation, particularly in mild cases that appear similar to normal lung conditions. CNN is one of the most widely used...