In recent years, the integration of blockchain and machine learning technologies has shown immense potential to revolutionize healthcare management systems. This paper presents a comprehensive review of the synergistic utilization of blockchain and machine learning in healthcare, focusing on their applications, benefits, and challenges. Blockchain technology, known for its decentralized and tamper-resistant nature, addresses key issues in healthcare data management, including security, privacy, and interoperability