The primary objective of this research proposal is to equip students with the knowledge and skills necessary to conduct research on the application of vision language models in medical image analysis. Students will learn about the fundamental concepts of deep learning, computer vision, and natural language processing, as well as their applications in medical image analysis. They will also gain practical experience in developing and training vision language models for medical image analysis using state-of-the-art techniques and tools. Additionally, students will learn how to evaluate the performance of vision language models using relevant metrics and analyze the results. By the end of the project, students will have developed a deeper understanding of the potential impact of vision language models on medical image analysis and the broader field of healthcare.