Health Management

Health management research currently focuses on improving the effectiveness and efficiency of healthcare systems and processes through the application of advanced technologies, particularly artificial intelligence (AI). Key areas of investigation include leveraging AI models, such as large language models (LLMs) and vision transformers (ViTs), for tasks like prognostics, diagnostics, and personalized treatment recommendations, often incorporating explainable AI (XAI) techniques to enhance transparency and trust. These efforts aim to optimize resource allocation, enhance patient care, and improve decision-making across various healthcare settings, from industrial applications to clinical practice. Furthermore, research is exploring the use of streaming analytics and multimodal data analysis to improve real-time monitoring and prediction capabilities.