Research Aim: This study aims to identify the role of AI in modern healthcare. It will analyze the efficacy of the contemporary ML and DL models for cancer diagnosis. It will find how these models diagnose cancer, which technology ML or DL does it better, and how much better efficient. Moreover, it will also discuss criticism of these models and ways to improve them for better results.