In the field of machine learning, particularly in the context of healthcare, the consideration of datasets collected by different ethnic groups is an important aspect to ensure fairness, accuracy, and inclusivity in the development of models and algorithms. Machine learning algorithms are designed to learn patterns and make predictions based on the data they are