Computer Aided Detection (CAD) software employs pattern recognition algorithms to assist physicians in interpreting medical images, especially with the increasing volume of diagnostic imaging data. This surge in data elevates the risk of missed abnormalities, driving the demand for CAD systems. Market dynamics are influenced by rising cancer rates and heightened health awareness, particularly in fields like radiology, oncology, and cardiology. However, the high cost of CAD systems poses a barrier to market growth. Despite challenges, technological advancements, expanding applications beyond radiology, and increasing tobacco-related cancer cases drive the growth of the computer aided detection market, especially in regions like North America and Asia Pacific.