Survey on Liver Disease Prediction and Recommendation

Liver is one among the crucial organs of a human body. If the liver’s normal functioning is compromised it leads to liver disease. The way people live today has completely changed, and many of them consume alcohol, unhealthy foods, energy drinks, self-medication, and other things like environmental pollution. And some of them continue to engage in these activities daily. Human livers will be severely damaged by this, and much suffering will result. Particularly heavy drinking makes many people more susceptible to liver failure and makes living a perilous life for them. The liver is the most important organ in humans, performing a wide range of tasks such as bile generation, bile and bilirubin excretion, protein and carbohydrate metabolism, enzyme activation, glycogen storage, vitamin and mineral absorption, plasma protein synthesis, and the manufacture of clotting factors. As a result, it is increasingly crucial to detect diseases at an early stage, as doing so enables the use of early, low-dose treatments to help prevent disease. However, because the signs of liver illness at the beginning are so minimal, it is too difficult to detect it. Machine learning holds great promise for automated disease diagnosis. The discovery and treatment of illnesses have undergone a complete transformation this is because of machine learning development in medicine. Machine learning model application in healthcare research includes knowledge extraction and decision support.