Analyze the Performance of Machine Learning Algorithm to Predict Liver Cancer

The prevalence of lifestyle-related health issues has reached alarming levels, with poor diet, sedentary habits, and environmental factors contributing to the rising incidence of chronic diseases. Liver cancer, in particular, poses a significant threat due to its strong association with unhealthy eating habits, smoking and excessive drinking. Early detection is crucial for effective treatment, yet it remains a daunting challenge for medical professionals despite advances in technology. This paper investigates the application of modern machine learning techniques for the early detection of liver cancer with high accuracy and precision. By leveraging these innovative methods, this paper aim to improve diagnostic outcomes and enhance patient care.