Preoperative prediction is a research area focused on developing techniques and models to predict the outcomes of surgeries before they are performed. This involves analyzing a variety of factors such as patient demographics, medical history, test results, and surgical procedures to estimate the risk of complications, mortality, or other adverse events following surgery. By accurately predicting these outcomes before surgery, healthcare providers can better prepare and make informed decisions to optimize patient care and improve overall surgical outcomes.