“Machine Learning-based Predictive Models for Early Diagnosis of Liver Disease: MACHINE LEARNING-BASED MODELS FOR EARLY DIAGNOSIS OF LIVER DISEASE”, JSIR, vol. 84, no. 5, pp. 575–583, May 2025, doi: 10.56042/jsir.v84i5.14828.