Explore the application of generative AI and transformers in healthcare through this conference talk from Conf42 Python 2024. Delve into anomaly detection techniques, challenges in healthcare AI implementation, and the importance of data annotation. Learn about comprehensive AI implementation journeys, anomaly identification frameworks, and continuous training for optimized machine learning model performance. Discover the integration of Large Language Models (LLMs) with guardrails, challenges in BERT models, and the approach of generative AI in healthcare applications. Gain insights into prompt engineering and the potential of AI to revolutionize healthcare practices.