In recent years, Large Language Models (LLMs) have emerged as powerful tools, demonstrating their prowess in diverse applications across various industries. This seminar delves into the dynamic intersection of language models and healthcare, unraveling the transformative potential that LLMs bring to the forefront of medical research, diagnostics, patient care, and beyond. We will explore the intricate ways in which natural language processing and understanding have reshaped the landscape of healthcare, enabling unprecedented advancements in data analysis, decision support systems, and personalized medicine. The seminar will encompass an in-depth discussion on the applications of LLMs in clinical documentation, medical literature analysis, and the extraction of valuable insights from vast datasets. Additionally, we will delve into the ethical considerations surrounding the use of language models in healthcare, addressing concerns related to data privacy, bias mitigation, and regulatory compliance.