Machine learning and artificial intelligence (AI) are transforming cancer analysis by enhancing pattern recognition and predictive analytics. These technologies can analyze vast amounts of data from electronic health records, genetic profiles, and imaging studies to identify trends and make accurate predictions about disease progression and treatment outcomes. AI-driven tools can also assist in the early detection of cancers, improving patient prognosis.