"Can machine learning predict favourable outcome following radiofrequency ablation of hepatocellular carcinoma?", this research project utilized a dataset of 111 patients with localized HCC who underwent RFA. Data on 24 variables was analyzed to explore the potential of machine learning in predicting treatment outcomes.