Hepatobiliary cancer encompasses a variety of malignant tumors originating in the liver, bile ducts, and gallbladder. These cancers are frequently diagnosed worldwide, posing a significant medical challenge. Contributing variables for hepatobiliary cancer include hepatitis infection, cirrhosis, diabetes, and chronic alcohol consumption. Early detec