Machine learning (ML) has emerged as a powerful tool for predicting the onset of lifestyle diseases, which are often linked to unhealthy habits and behaviours. These diseases include diabetes, heart disease, chronic kidney disease, and others.

By leveraging large datasets and advanced algorithms, ML models can provide early warnings and personalised risk assessments, potentially improving patient outcomes and reducing healthcare cos