In the swiftly evolving world of medical technology, Artificial Intelligence (AI) stands out as a beacon of transformative change, particularly in the field of diagnostics. One of the most promising applications of AI is in the detection and analysis of medical images for pulmonary diseases. In this article, we delve into how Machine Learning (ML) and Computer Vision are revolutionizing the early detection and treatment of such conditions.