Machine learning plays a crucial role in low-resource settings by leveraging AI-powered clinical tools. These tools can help address the shortage of healthcare workforce and improve the quality of care. Machine learning algorithms analyze large amounts of data to provide accurate diagnoses, assist in treatment planning, and deliver personalized healthcare services in low-resource areas.